constants.py

'''drawn from Gloria github: https://github.com/marshuang80/gloria
'''

BERT_TYPE = 'emilyalsentzer/Bio_ClinicalBERT'
VIT_TYPE = 'microsoft/swin-tiny-patch4-window7-224'

IMG_SIZE = 224
IMG_MEAN = .5862785803043838
IMG_STD = .27950088968644304

LC25000_lung = {
    "Lung adenocarcinoma": [
        "Histopathology slide of Lung adenocarcinoma with glandular patterns",
        "Histopathology image showing Lung adenocarcinoma cells with mucin production",
        "Pathology tissue sample of Lung adenocarcinoma with lepidic growth pattern"
    ],

    "Benign lung": [
        "Histopathology slide of Benign lung tissue with normal alveolar architecture",
        "Histopathology image showing Benign lung tissue with no abnormal cell growth",
        "Pathology tissue sample of Benign lung with fibrous tissue and no signs of malignancy"
    ],

    "Lung squamous cell carcinoma": [
        "Histopathology slide of Lung squamous cell carcinoma with keratin pearls",
        "Histopathology image showing Lung squamous cell carcinoma cells with intercellular bridges",
        "Pathology tissue sample of Lung squamous cell carcinoma with squamous differentiation"
    ]
}

LC25000_colon = {
    "Colon adenocarcinoma": [
        "Histopathology slide of Colon adenocarcinoma with glandular structures",
        "Histopathology image showing Colon adenocarcinoma cells with mucinous differentiation",
        "Pathology tissue sample of Colon adenocarcinoma with invasion into surrounding tissue"
    ],

    "Benign colonic tissue": [
        "Histopathology slide of Benign colonic tissue with normal mucosal architecture",
        "Histopathology image showing Benign colonic tissue with no dysplastic changes",
        "Pathology tissue sample of Benign colonic tissue without malignant features"
    ]
}

PCAM = {
    "Lymph node": [
        "Histopathology image of normal lymph node.",
        "Histopathology slide of a healthy lymph node."
    ],

    "Lymph node containing metastatic tumor tissue": [
        "Histopathology image of a abnormal lymph node with metastatic tumor invasion and disrupted structure.",
        "Histopathology slide of a abnormal lymph node with metastatic tumor cells."
    ]
}

CHEXPERT_TASKS = [
    "No Finding",
    "Enlarged Cardiomediastinum",
    "Cardiomegaly",
    "Lung Lesion",
    "Lung Opacity",
    "Edema",
    "Consolidation",
    "Pneumonia",
    "Atelectasis",
    "Pneumothorax",
    "Pleural Effusion",
    "Pleural Other",
    "Fracture",
    "Support Devices",
]
CHEXPERT_COMPETITION_TASKS = [
    "Atelectasis",
    "Cardiomegaly",
    "Consolidation",
    "Edema",
    "Pleural Effusion",
]

CHEXPERT_CLASS_PROMPTS_webdataset = {
    "Atelectasis": ['Atelectasis is observed in the chest X-ray image.',
                    'The X-ray of the chest reveals areas characteristic of atelectasis.',
                    'Chest radiography indicates the presence of atelectasis.',
                    'The X-ray image shows signs of atelectasis in the lung fields.',
                    'Pulmonary atelectasis is evident in the chest X-ray.',
                    'The radiographic image of the chest displays features consistent with atelectasis.',
                    'Signs of lung collapse, indicative of atelectasis, are present in the chest X-ray.',
                    'Chest X-ray demonstrates consolidation typical of atelectasis.',
                    'Radiological assessment of the chest suggests atelectasis.',
                    'X-ray findings of the chest confirm the presence of atelectasis.'],
    "Cardiomegaly": ['Cardiomegaly is evident in the X-ray image of the chest.',
                     'The chest X-ray image reveals an enlarged heart, indicative of cardiomegaly.',
                     'Enlargement of the heart, or cardiomeg bital acy, is displayed on the radiograph of the thoracic region.',
                     'The thoracic X-ray shows heart enlargement consistent with cardiomegaly.',
                     'Heart enlargement, suggestive of cardiomegaly, is apparent in the chest radiograph.',
                     'A diagnosis of cardiomegaly can be inferred from the chest X-ray presentation.',
                     'The radiological examination of the chest depicts an increased heart size, characteristic of cardiomegaly.',
                     'Cardiomegaly is diagnosed through the visualization of an enlarged heart on the X-ray film of the chest.',
                     'The X-ray of the chest area displays a significantly enlarged heart, a condition known as cardiomegaly.',
                     'Evidence of cardiomegaly is demonstrated in the X-ray image focusing on the chest cavity.'],
    "Consolidation": ['Consolidation evident in the chest X-ray image.',
                      'Pulmonary consolidation depicted on the thoracic radiograph.',
                      'Radiographic confirmation of lung consolidation in the chest X-ray.',
                      'The chest X-ray shows features typical of consolidation.',
                      'Consolidation is visible in the X-ray of the thorax.',
                      'Chest radiography revealing signs of consolidation.',
                      'Evidence of consolidation appears in the radiological chest examination.',
                      'X-ray of the chest indicates the presence of consolidation in lung tissue.',
                      'Lung consolidation is diagnosed in the recent chest X-ray.',
                      'X-ray analysis of the chest outlines consolidation areas in pulmonary structures.'],
    "Edema": ['Edema evident in the chest X-ray imaging', 'Chest radiograph showing signs of pulmonary edema',
              'X-ray of the chest indicates accumulation of fluid, consistent with edema',
              'Pulmonary edema diagnosed from the X-ray of the chest',
              'Radiographic evidence of edema in pulmonary regions',
              'Fluid retention in the lungs visible in chest X-ray',
              'Chest X-ray reveals characteristics typical of edema',
              'Accumulation of fluid in chest noted on X-ray, suggesting edema',
              'Chest X-ray manifestation of edema in lung tissues',
              'Signs of edema observed in the radiographic image of the chest'],
    "Pleural Effusion": ['Pleural effusion is evident in the chest X-ray image.',
                         'The X-ray delineates fluid accumulation characteristic of pleural effusion in the thoracic region.',
                         'Accumulation of excess fluid in the pleural cavity is shown in the X-ray of the chest.',
                         'The chest radiograph reveals signs of pleural effusion.',
                         'Indications of pleural effusion are present in the imaged chest area.',
                         'The pulmonary X-ray displays pleural effusion.',
                         'Thoracic effusion evident within the pleural space, as seen on the chest X-ray.',
                         'Chest X-ray examination indicates the presence of pleural effusion.',
                         'Evidence of pleural fluid excess is visible in the X-ray of the chest.',
                         'The X-ray image shows pleural effusion in the chest cavity.']

}

CHEXPERT_CLASS_PROMPTS = {
    "Atelectasis": {
        "severity": ["", "mild", "minimal"],
        "subtype": [
            "subsegmental atelectasis",
            "linear atelectasis",
            "trace atelectasis",
            "bibasilar atelectasis",
            "retrocardiac atelectasis",
            "bandlike atelectasis",
            "residual atelectasis",
        ],
        "location": [
            "at the mid lung zone",
            "at the upper lung zone",
            "at the right lung zone",
            "at the left lung zone",
            "at the lung bases",
            "at the right lung base",
            "at the left lung base",
            "at the bilateral lung bases",
            "at the left lower lobe",
            "at the right lower lobe",
        ],
    },
    "Cardiomegaly": {
        "severity": [""],
        "subtype": [
            "cardiac silhouette size is upper limits of normal",
            "cardiomegaly which is unchanged",
            "mildly prominent cardiac silhouette",
            "portable view of the chest demonstrates stable cardiomegaly",
            "portable view of the chest demonstrates mild cardiomegaly",
            "persistent severe cardiomegaly",
            "heart size is borderline enlarged",
            "cardiomegaly unchanged",
            "heart size is at the upper limits of normal",
            "redemonstration of cardiomegaly",
            "ap erect chest radiograph demonstrates the heart size is the upper limits of normal",
            "cardiac silhouette size is mildly enlarged",
            "mildly enlarged cardiac silhouette, likely left ventricular enlargement. other chambers are less prominent",
            "heart size remains at mildly enlarged",
            "persistent cardiomegaly with prominent upper lobe vessels",
        ],
        "location": [""],
    },
    "Consolidation": {
        "severity": ["", "increased", "improved", "apperance of"],
        "subtype": [
            "bilateral consolidation",
            "reticular consolidation",
            "retrocardiac consolidation",
            "patchy consolidation",
            "airspace consolidation",
            "partial consolidation",
        ],
        "location": [
            "at the lower lung zone",
            "at the upper lung zone",
            "at the left lower lobe",
            "at the right lower lobe",
            "at the left upper lobe",
            "at the right uppper lobe",
            "at the right lung base",
            "at the left lung base",
        ],
    },
    "Edema": {
        "severity": [
            "",
            "mild",
            "improvement in",
            "presistent",
            "moderate",
            "decreased",
        ],
        "subtype": [
            "pulmonary edema",
            "trace interstitial edema",
            "pulmonary interstitial edema",
        ],
        "location": [""],
    },
    "Pleural Effusion": {
        "severity": ["", "small", "stable", "large", "decreased", "increased"],
        "location": ["left", "right", "tiny"],
        "subtype": [
            "bilateral pleural effusion",
            "subpulmonic pleural effusion",
            "bilateral pleural effusion",
        ],
    },
}

COVID_TASKS = [
    'Normal',
    'COVID',
]
COVID_CLASS_PROMPTS = {
    'COVID': {
        'adjective': ['patchy', 'confluent'],
        'description': ['ground glass'],
        'subtype': ['opacity', 'consolidation'],
        'location': ['in peripheral', 'in mid', 'in lower'],
    }
}

RSNA_TASKS = [
    'Normal',
    'Pneumonia',
]
RSNA_CLASS_PROMPTS = {
    'Pneumonia': {
        'adjective': ['round', 'early', 'focal', 'multifocal', 'small', ''],
        'subtype': ['bacterial', 'viral', 'mycoplasma', ''],
        "location": [
            "at the mid lung zone",
            "at the upper lung zone",
            "at the right lung zone",
            "at the left lung zone",
            "at the lung bases",
            "at the right lung base",
            "at the left lung base",
            "at the bilateral lung bases",
            "at the left lower lobe",
            "at the right lower lobe",
            "at the left middle lobe",
            "at the right middle lobe",
            ""
        ]
    }
}
# ["Pneumonia is indicated in this chest X-ray image.", "This radiograph of the chest shows characteristics typical of pneumonia.", "Signs of pneumonia are evident in the X-ray of the chest.", "The chest radiograph reveals pulmonary patterns consistent with pneumonia.", "Evidence of pneumonia is present in this thoracic X-ray.", "This X-ray of the chest displays diagnostic features of pneumonia.", "Manifestations of pneumonia appear in this chest X-ray.", "Pneumonia is diagnosed in the displayed chest X-ray.", "The chest X-ray examination suggests the presence of pneumonia.", "Chest X-ray analysis indicates pneumonia in this image."]
# ["No pathological findings are evident in the chest X-ray image.", "The chest radiograph shows no abnormalities.", "There are no detectable abnormalities in the X-ray of the chest.", "The X-ray examination of the chest reveals no significant findings.", "No diagnostic abnormalities are present in the chest X-ray.", "The radiographic chest image indicates an absence of pathological conditions.", "No findings of concern appear in the chest imaging from the X-ray.", "The chest X-ray is clear of any detectable conditions.", "There are no visible pathological signs in the X-ray of the chest.", "The chest X-ray image is free from any abnormalities."]
RSNA_CLASS_PROMPTS_webdataset = {
    'Normal': ["No pathological findings are evident in the chest X-ray image.",
               "The chest radiograph shows no abnormalities.",
               "There are no detectable abnormalities in the X-ray of the chest.",
               "The X-ray examination of the chest reveals no significant findings.",
               "No diagnostic abnormalities are present in the chest X-ray.",
               "The radiographic chest image indicates an absence of pathological conditions.",
               "No findings of concern appear in the chest imaging from the X-ray.",
               "The chest X-ray is clear of any detectable conditions.",
               "There are no visible pathological signs in the X-ray of the chest.",
               "The chest X-ray image is free from any abnormalities."]
    ,
    'Pneumonia': ["Pneumonia is indicated in this chest X-ray image.",
                  "This radiograph of the chest shows characteristics typical of pneumonia.",
                  "Signs of pneumonia are evident in the X-ray of the chest.",
                  "The chest radiograph reveals pulmonary patterns consistent with pneumonia.",
                  "Evidence of pneumonia is present in this thoracic X-ray.",
                  "This X-ray of the chest displays diagnostic features of pneumonia.",
                  "Manifestations of pneumonia appear in this chest X-ray.",
                  "Pneumonia is diagnosed in the displayed chest X-ray.",
                  "The chest X-ray examination suggests the presence of pneumonia.",
                  "Chest X-ray analysis indicates pneumonia in this image."]
}
WEIGHTS_NAME = 'pytorch_model.bin'

# store the URL of pretrained weights, `dev` needs to change to `main` after merging it to main branch.
PRETRAINED_URL_MEDCLIP_RESNET = 'https://github.com/RyanWangZf/MedCLIP/raw/main/medclip/medclip_resnet_weight.txt'
PRETRAINED_URL_MEDCLIP_VIT = 'https://github.com/RyanWangZf/MedCLIP/raw/main/medclip/medclip_vit_weight.txt'

ct_scan_labels = {
    "heart": [
        "CT scan image showing the anatomical structures of the heart, including the chambers and major blood vessels.",
        "Detailed CT scan image of the heart displaying the myocardium and pericardium.",
        "CT scan revealing the coronary arteries and their branches within the heart.",
        "Cross-sectional CT scan image highlighting the interventricular septum of the heart.",
        "CT scan displaying the left and right atria and ventricles of the heart.",
        "CT scan image illustrating the pulmonary veins entering the left atrium of the heart.",
        "CT scan showing the aortic arch and its branches as they originate from the heart.",
        "High-resolution CT scan image of the heart demonstrating the cardiac silhouette.",
        "CT scan image highlighting the mitral and tricuspid valves of the heart.",
        "CT scan image depicting the left ventricle outflow tract and the aorta."
    ],
    "left lung": [
        "CT scan image displaying the lobes and segments of the left lung.",
        "Detailed CT scan image of the left lung highlighting the bronchial tree.",
        "CT scan revealing the parenchymal structures of the left lung.",
        "Cross-sectional CT scan image of the left lung showing alveolar and interstitial patterns.",
        "CT scan demonstrating the pulmonary vasculature within the left lung.",
        "CT scan image of the left lung depicting areas of consolidation.",
        "CT scan illustrating the pleural space adjacent to the left lung.",
        "High-resolution CT scan of the left lung revealing possible nodules or lesions.",
        "CT scan image highlighting the fissures and lobar anatomy of the left lung.",
        "CT scan image of the left lung showing the mediastinal structures and hilum."
    ],
    "right lung": [
        "CT scan image showing the lobes and segments of the right lung.",
        "Detailed CT scan image of the right lung highlighting the bronchial tree.",
        "CT scan revealing the parenchymal structures of the right lung.",
        "Cross-sectional CT scan image of the right lung showing alveolar and interstitial patterns.",
        "CT scan demonstrating the pulmonary vasculature within the right lung.",
        "CT scan image of the right lung depicting areas of consolidation.",
        "CT scan illustrating the pleural space adjacent to the right lung.",
        "High-resolution CT scan of the right lung revealing possible nodules or lesions.",
        "CT scan image highlighting the fissures and lobar anatomy of the right lung.",
        "CT scan image of the right lung showing the mediastinal structures and hilum."
    ],
    "liver": [
        "CT scan image displaying the anatomical lobes and segments of the liver.",
        "Detailed CT scan image of the liver showing the hepatic vasculature.",
        "CT scan revealing the liver parenchyma and surrounding structures.",
        "Cross-sectional CT scan image of the liver demonstrating potential lesions.",
        "CT scan highlighting the bile ducts within the liver.",
        "CT scan image showing the liver's relationship to the gallbladder.",
        "CT scan illustrating the portal vein and hepatic artery in the liver.",
        "High-resolution CT scan of the liver revealing the surface contours.",
        "CT scan image depicting the liver's connection to the inferior vena cava.",
        "CT scan image showing the hepatic lobules and their vascular supply."
    ],
    "spleen": [
        "CT scan image displaying the anatomical location and size of the spleen.",
        "Detailed CT scan image of the spleen highlighting its parenchymal structure.",
        "CT scan revealing the splenic vasculature, including the splenic artery and vein.",
        "Cross-sectional CT scan image of the spleen showing its relation to adjacent organs.",
        "CT scan demonstrating the splenic hilum and associated vessels.",
        "CT scan image showing the trabecular structure within the spleen.",
        "CT scan illustrating the spleen's relationship to the diaphragm and stomach.",
        "High-resolution CT scan of the spleen revealing potential cysts or lesions.",
        "CT scan image highlighting the lymphatic tissue within the spleen.",
        "CT scan image showing the splenic capsule and surrounding peritoneal space."
    ],
    "pancreas": [
        "CT scan image displaying the anatomical structure of the pancreas, including the head, body, and tail.",
        "Detailed CT scan image of the pancreas showing the pancreatic duct.",
        "CT scan revealing the relationship of the pancreas to the duodenum.",
        "Cross-sectional CT scan image of the pancreas demonstrating its parenchymal texture.",
        "CT scan highlighting the vascular supply to the pancreas, including the splenic artery.",
        "CT scan image showing the pancreas in relation to the surrounding organs.",
        "CT scan illustrating potential cystic or neoplastic lesions within the pancreas.",
        "High-resolution CT scan of the pancreas revealing the pancreatic islets.",
        "CT scan image depicting the pancreas and its connection to the bile duct.",
        "CT scan image showing the exocrine and endocrine regions of the pancreas."
    ],
    "left kidney": [
        "CT scan image displaying the anatomical structure of the left kidney.",
        "Detailed CT scan image of the left kidney showing the renal cortex and medulla.",
        "CT scan revealing the renal vasculature, including the renal artery and vein.",
        "Cross-sectional CT scan image of the left kidney demonstrating the renal pelvis.",
        "CT scan highlighting the calyces and collecting system of the left kidney.",
        "CT scan image showing the relationship of the left kidney to the adrenal gland.",
        "CT scan illustrating potential cystic or neoplastic lesions within the left kidney.",
        "High-resolution CT scan of the left kidney revealing the renal capsule.",
        "CT scan image depicting the left kidney and its ureter.",
        "CT scan image showing the nephron structure within the left kidney."
    ],
    "right kidney": [
        "CT scan image displaying the anatomical structure of the right kidney.",
        "Detailed CT scan image of the right kidney showing the renal cortex and medulla.",
        "CT scan revealing the renal vasculature, including the renal artery and vein.",
        "Cross-sectional CT scan image of the right kidney demonstrating the renal pelvis.",
        "CT scan highlighting the calyces and collecting system of the right kidney.",
        "CT scan image showing the relationship of the right kidney to the adrenal gland.",
        "CT scan illustrating potential cystic or neoplastic lesions within the right kidney.",
        "High-resolution CT scan of the right kidney revealing the renal capsule.",
        "CT scan image depicting the right kidney and its ureter.",
        "CT scan image showing the nephron structure within the right kidney."
    ],
    "bladder": [
        "CT scan image displaying the anatomical structure of the bladder.",
        "Detailed CT scan image of the bladder showing the bladder wall and lumen.",
        "CT scan revealing the relationship of the bladder to the surrounding pelvic organs.",
        "Cross-sectional CT scan image of the bladder demonstrating potential stones or lesions.",
        "CT scan highlighting the bladder's connection to the ureters and urethra.",
        "CT scan image showing the bladder's muscular layers.",
        "CT scan illustrating the bladder's position in relation to the prostate or uterus.",
        "High-resolution CT scan of the bladder revealing its filling and emptying states.",
        "CT scan image depicting the bladder and its vascular supply.",
        "CT scan image showing the trigone area of the bladder."
    ],
    "left femoral head": [
        "CT scan image displaying the anatomical structure of the left femoral head.",
        "Detailed CT scan image of the left femoral head showing the articular surface.",
        "CT scan revealing the relationship of the left femoral head to the acetabulum.",
        "Cross-sectional CT scan image of the left femoral head demonstrating bone density.",
        "CT scan highlighting potential fractures or lesions in the left femoral head.",
        "CT scan image showing the left femoral head's connection to the femoral neck.",
        "CT scan illustrating the vascular supply to the left femoral head.",
        "High-resolution CT scan of the left femoral head revealing the subchondral bone.",
        "CT scan image depicting the left femoral head and its surrounding soft tissues.",
        "CT scan image showing the left femoral head in different anatomical planes."
    ],
    "right femoral head": [
        "CT scan image displaying the anatomical structure of the right femoral head.",
        "Detailed CT scan image of the right femoral head showing the articular surface.",
        "CT scan revealing the relationship of the right femoral head to the acetabulum.",
        "Cross-sectional CT scan image of the right femoral head demonstrating bone density.",
        "CT scan highlighting potential fractures or lesions in the right femoral head.",
        "CT scan image showing the right femoral head's connection to the femoral neck.",
        "CT scan illustrating the vascular supply to the right femoral head.",
        "High-resolution CT scan of the right femoral head revealing the subchondral bone.",
        "CT scan image depicting the right femoral head and its surrounding soft tissues.",
        "CT scan image showing the right femoral head in different anatomical planes."
    ]
}

# thyroid_us_prompts = {'malignant': ['Malignant thyroid nodule depicted in ultrasound imaging.',
#                                     'Ultrasound presentation of a malignant nodule within the thyroid gland.',
#                                     'Thyroid ultrasound revealing a cancerous nodule.',
#                                     'An ultrasound scan displaying a malignant neoplasm in the thyroid.',
#                                     'Diagnostic ultrasound showing a malignant thyroidal nodule.',
#                                     'Ultrasound imaging illustrates a malignant lesion in thyroid tissue.',
#                                     'Sonographic evidence of a malignant nodule in the thyroid area.',
#                                     'Ultrasound visualization of thyroid malignancy in nodule form.',
#                                     'Thyroid gland ultrasound indicates presence of a malignant nodule.',
#                                     'Clinical ultrasound identifies a malignant thyroid growth.'],
#                       'benign': ["The benign thyroid nodule is visible in the ultrasound image.",
#                                  "Ultrasound imaging reveals a benign nodular formation in the thyroid.",
#                                  "Thyroid ultrasound demonstrates the presence of a benign nodule.",
#                                  "A benign thyroid nodule is identified on the ultrasonic scan.",
#                                  "Ultrasound scan shows a non-malignant nodule within the thyroid gland.",
#                                  "Benign nodule detected in the thyroid region via ultrasound imaging.",
#                                  "Image depicts a benign nodule in the thyroid as seen by ultrasound.",
#                                  "Thyroid sonography confirms a benign nodular appearance.",
#                                  "Non-cancerous thyroid nodule evident on ultrasound examination.",
#                                  "Ultrasound image delineates a benign thyroid nodule."]
#                       }
#
refuge_prompts = {'no glaucoma': [
    "This fundus image shows a healthy optic nerve with no signs of glaucoma.",
    "The optic disc and cup appear normal, indicating no glaucoma.",
    "The fundus image reveals no optic nerve damage, suggesting no glaucoma.",
    "This eye fundus image is normal, with no evidence of glaucoma.",
    "The image shows a normal cup-to-disc ratio, indicating no glaucoma.",
    "Normal: This fundus image shows a healthy optic nerve with no signs of disease.",
    "The optic disc and cup appear normal, indicating no abnormalities.",
    "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.",
    "This eye fundus image is normal, with no evidence of any disease.",
    "The image shows a normal macula and retina, indicating a healthy eye."],
    'glaucoma': [
        "This fundus image shows optic nerve damage due to glaucoma.",
        "The image displays increased cup-to-disc ratio, a sign of glaucoma.",
        "The fundus image reveals a pale optic disc, indicating glaucoma.",
        "This eye fundus image shows visual field loss typical of glaucoma.",
        "The optic nerve appears excavated, a characteristic of glaucoma."
    ]
}

five_prompts = {
    "A": [
        "Age-related macular degeneration: This fundus image shows drusen deposits.",
        "The image reveals geographic atrophy, a sign of age-related macular degeneration.",
        "Fundus image displays pigmentary changes associated with age-related macular degeneration.",
        "Age-related macular degeneration: This eye fundus image shows subretinal fluid.",
        "The macula appears distorted, indicative of age-related macular degeneration."
    ],
    "D": [
        "Diabetic retinopathy: This fundus image shows microaneurysms.",
        "The image displays retinal hemorrhages, a sign of diabetic retinopathy.",
        "Diabetic retinopathy: Fundus image reveals cotton wool spots.",
        "This eye fundus image shows neovascularization, characteristic of diabetic retinopathy.",
        "The retina appears with hard exudates, indicating diabetic retinopathy."
    ],
    "G": [
        "Glaucoma: This fundus image shows optic nerve damage.",
        "The image displays increased cup-to-disc ratio, a sign of glaucoma.",
        "Glaucoma: The fundus image reveals a pale optic disc.",
        "This eye fundus image shows visual field loss, typical of glaucoma.",
        "The optic nerve appears excavated, indicating glaucoma."
    ],
    "N": [
        "Normal: This fundus image shows a healthy optic nerve with no signs of disease.",
        "The optic disc and cup appear normal, indicating no abnormalities.",
        "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.",
        "This eye fundus image is normal, with no evidence of any disease.",
        "The image shows a normal macula and retina, indicating a healthy eye."
    ]
}

odir_retina_prompts = {
    "normal": [
        "Normal: This fundus image shows a healthy optic nerve with no signs of disease.",
        "The optic disc and cup appear normal, indicating no abnormalities.",
        "Normal: The fundus image reveals no retinal damage, suggesting a healthy eye.",
        "This eye fundus image is normal, with no evidence of any disease.",
        "The image shows a normal macula and retina, indicating a healthy eye."
    ],
    "pathologic myopia": [
        "Pathologic myopia: This fundus image shows extensive chorioretinal atrophy.",
        "The image displays posterior staphyloma, a sign of pathologic myopia.",
        "Pathologic myopia: Fundus image reveals lacquer cracks.",
        "This eye fundus image shows tilted optic disc, typical of pathologic myopia.",
        "The retina appears thinned and stretched, indicating pathologic myopia."
    ],
    "cataract": [
        "Cataract: This fundus image shows clouding of the lens.",
        "The image displays lens opacities, a sign of cataract.",
        "Cataract: Fundus image reveals decreased red reflex.",
        "This eye fundus image shows blurred retinal details, typical of cataract.",
        "The lens appears opaque, indicating cataract."
    ]
}

breast_us_prompts = {'benign': ['Benign lesions are visible in the ultrasound imaging of the breast.',
                                'The ultrasound scan shows a benign pathology in the breast tissue.',
                                'Breast ultrasound reveals features consistent with benign conditions.',
                                'Benign findings indicated in the breast by ultrasonic imaging.',
                                'Ultrasonography of the breast suggests a benign anomaly.',
                                'The breast sonographic examination displays benign characteristics.',
                                'Evidence of benign abnormalities observed in ultrasonic breast images.',
                                'Breast imaging via ultrasound depicting benign results.',
                                'Non-malignant indications identified in breast ultrasound.',
                                'Ultrasound of the breast demonstrates non-cancerous features.'],
                     'malignant': ['Lesion (migraine) is identified in the ultrasound imaging of the breast.',
                                   'In the ultrasound image, a malignant lesion is evident in the breast tissue.',
                                   'Breast ultrasound reveals presence of a lesion characterized as malignant.',
                                   'The ultrasound study of the breast shows a malignant lesion.',
                                   'Malignant lesion appears in the breast as seen in ultrasound image.',
                                   'Breast ultrasonographic image displays a malignant lesion.',
                                   'Ultrasound diagnostic of the breast indicates a malignant lesion.',
                                   'Malignant lesion in breast detected by ultrasound imaging.',
                                   'Breast ultrasound imaging reveals a malignancy in the lesion.',
                                   'A malignant lesion is showcased in the ultrasound image of the breast.']}
#
# meniscus_mri_prompts = {
#     'yes': ['Meniscal abnormality detected in MRI imaging of the knee.', 'MRI of the knee reveals meniscal pathology.',
#             'Knee MRI indicating abnormalities in the meniscus.', 'Abnormal meniscal findings in knee MRI scan.',
#             'Meniscal degeneration observed in knee MRI.', 'MRI scan of the knee showing meniscal damage.',
#             'Evidence of meniscal irregularities in the MRI of the knee.',
#             'Knee MRI scan diagnostic of a meniscal disorder.',
#             'Meniscal disruption identified in knee MRI examination.',
#             'MRI assessment of the knee displays meniscal anomaly.'],
#     'no': [
#         "The knee MRI reveals no abnormalities, with all structures appearing within normal limits.",
#         "MRI imaging of the knee displays normal anatomy without any pathological changes.",
#         "Evaluation of the knee MRI indicates a normal knee joint with no detectable abnormalities.",
#         "The MRI scan of the knee shows no irregularities, suggesting a normal knee configuration.",
#         "Analysis of the knee MRI confirms normal findings without any evident abnormalities.",
#         "The knee MRI demonstrates normal knee joint structures without any pathological changes.",
#         "Upon MRI examination, the knee joint shows no signs of abnormalities or pathology.",
#         "MRI findings of the knee reveal normal knee anatomy with no detectable abnormalities.",
#         "The knee MRI indicates a normal knee joint without any signs of pathology.",
#         "Analysis of the knee MRI scan shows normal findings throughout the knee joint."
#     ]}
#
# acl_mri_prompts = {
#     'yes': ['ACL pathology is evident in the MRI imaging of the knee.',
#             'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee.',
#             'Pathological changes in the knee ACL are detected in the MRI.',
#             'The knee MRI results indicate an ACL disorder.',
#             'An anterior cruciate ligament pathology is diagnosed through the knee MRI.',
#             'MRI of the knee shows compromised integrity of the ACL.',
#             'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan.',
#             'MRI findings suggest a disease process in the knee anterior cruciate ligament.',
#             'The imaging of the knee reveals a pathological condition of the ACL.',
#             'A disorder in the knee’s anterior cruciate ligament is visible on MRI.'],
#     'no': [
#         "The knee MRI reveals no abnormalities, with all structures appearing within normal limits.",
#         "MRI imaging of the knee displays normal anatomy without any pathological changes.",
#         "Evaluation of the knee MRI indicates a normal knee joint with no detectable abnormalities.",
#         "The MRI scan of the knee shows no irregularities, suggesting a normal knee configuration.",
#         "Analysis of the knee MRI confirms normal findings without any evident abnormalities.",
#         "The knee MRI demonstrates normal knee joint structures without any pathological changes.",
#         "Upon MRI examination, the knee joint shows no signs of abnormalities or pathology.",
#         "MRI findings of the knee reveal normal knee anatomy with no detectable abnormalities.",
#         "The knee MRI indicates a normal knee joint without any signs of pathology.",
#         "Analysis of the knee MRI scan shows normal findings throughout the knee joint."
#     ]}

diabetic_retinopathy_prompts = {
    'no_dr': [
        "No signs of diabetic retinopathy are detected in the retinal examination, with a healthy vascular architecture and no hemorrhagic or exudative changes.",
        "The retinal image shows a clear optic disc and intact macular structure, without any abnormalities suggestive of diabetic retinopathy.",
        "Detailed analysis confirms a normal retinal vasculature and absence of microvascular abnormalities or pathological features.",
        "This retinal scan exhibits no signs of diabetic retinopathy, including no bleeding, exudates, or abnormal vascular growth.",
        "The retinal photograph indicates no diabetic changes, with healthy retinal layers and no signs of vascular anomalies.",
        "Examination reveals a normal foveal contour and healthy retinal pigment epithelium, ruling out diabetic retinopathy.",
        "Comprehensive retinal analysis shows no hemorrhages, exudates, or other pathological changes, indicating a healthy retina.",
        "The retinal image is clear, indicating no diabetic retinopathy with normal blood vessels and retinal tissue.",
        "The eye scan shows no diabetic changes, with normal blood vessels and no bleeding or fluid leakage.",
        "Detailed imaging reveals no microaneurysms, hemorrhages, or exudates, confirming the absence of diabetic retinopathy.",
        "The retinal photograph displays a homogenous retinal background with no intraretinal microvascular abnormalities, indicating no diabetic retinopathy.",
        "Clinical imaging of the retina shows clear retinal layers with no hemorrhagic or lipid deposits, confirming the absence of diabetic retinopathy.",
        "Examination of the retinal vasculature reveals no microvascular complications such as venous beading or intraretinal microvascular abnormalities, suggesting no diabetic retinopathy.",
        "This retinal scan is clear with no evidence of diabetic retinopathy, meaning there are no abnormal blood vessels or retinal swelling.",
        "The retina image shows healthy blood vessels and no signs of diabetic damage, such as bleeding spots or swelling."
    ],
    'mild_dr': [
        "Early-stage stage 1 diabetic retinopathy is observed with microaneurysms and minor hemorrhages, without neovascularization.",
        "The retinal image displaysstage 1 mild diabetic eye disease, featuring microvascular abnormalities and minor hemorrhagic spots.",
        "Initial stage 1 non-proliferative diabetic retinopathy is evident with scattered microaneurysms and minimal retinal hemorrhages.",
        "Stage 1 mild diabetic retinal changes are visible with isolated microaneurysms and sparse hemorrhages.",
        "This retinal image presents early stage 1 diabetic eye disease, characterized by microaneurysms and minor hemorrhages.",
        "Mild stage 1 diabetic retinopathy is indicated by early microvascular changes and minimal retinal hemorrhages.",
        "The fundus photograph shows initial stage 1 NPDR with scattered microaneurysms and minor hemorrhages.",
        "Stage 1 NPDR is observed with early microaneurysms and occasional dot hemorrhages.",
        "This retinal scan illustrates mild stage 1 diabetic retinopathy with isolated microaneurysms and sparse hemorrhages.",
        "In this image, mild stage 1 diabetic eye disease is visible, featuring small bulges in blood vessels and minor bleeding spots.",
        "Early signs of stage 1 NPDR are visible with small blood vessel abnormalities and light hemorrhages.",
        "The retina shows early signs of stage 1 diabetic retinopathy with small blood vessel changes and minor bleeding areas.",
        "This image reveals stage 1 mild diabetic retinal changes, marked by minor blood vessel changes and small bleeding areas.",
        "The retina displays early stage 1 NPDR, characterized by tiny blood vessel swellings and occasional small bleeds.",
        "This eye scan shows stage 1 initial NPDR with small blood vessel abnormalities and light hemorrhages."
    ],
    'moderate_dr': [
        "Stage 2 moderate NPDR is observed with multiple microaneurysms, intraretinal hemorrhages, and mild macular edema.",
        "Moderate stage 2 non-proliferative diabetic eye disease shows venous beading and intraretinal microvascular abnormalities.",
        "This retinal image reveals moderate severity stage 2 NPDR with dot and blot hemorrhages and hard exudates.",
        "The retinal scan highlights moderate stage 2 NPDR with microaneurysms, dot-blot hemorrhages, and venous changes.",
        "Moderate stage 2 non-proliferative DR is depicted with retinal findings such as scattered microaneurysms and dot hemorrhages.",
        "In this retinal image, moderate stage 2 NPDR is evident with multiple hemorrhages and microaneurysms.",
        "The image reveals moderate stage 2 NPDR, marked by multiple microaneurysms and mild intraretinal hemorrhages.",
        "Moderate stage 2 NPDR is shown with venous loops, multiple microaneurysms, and dot-blot hemorrhages.",
        "This retinal image shows moderate stage 2 NPDR with multiple microaneurysms and scattered hemorrhages.",
        "Moderate stage 2 NPDR is depicted with multiple microaneurysms, mild hemorrhages, and early retinal ischemic changes.",
        "The retina has moderate stage 2 NPDR, seen by several small blood leaks, bulging vessels, and mild swelling.",
        "Stage 2 moderate NPDR is visible with small blood spots, tiny bulges in blood vessels, and yellow deposits.",
        "This retinal scan reveals moderate stage 2 NPDR with small areas of bleeding, tiny bulging vessels, and early fluid build-up.",
        "The eye scan displays moderate stage 2 NPDR, marked by small blood vessel leaks, yellowish deposits, and minor retinal swelling.",
        "Moderate stage 2 NPDR is evident with multiple small blood vessel leaks, some yellowish deposits, and minor swelling in the retina."
    ],
    'severe_dr': [
        "Severe stage 3 non-proliferative diabetic retinopathy is characterized by extensive hemorrhages and intraretinal microvascular abnormalities.",
        "The retinal image displays severe stage 3 NPDR with significant dot and blot hemorrhages and venous beading.",
        "This retinal scan shows severe stage 3 NPDR with extensive hemorrhages, microaneurysms, and cotton wool spots.",
        "Severe stage 3 NPDR is evident with widespread hemorrhages, microaneurysms, and significant retinal changes.",
        "The image shows severe stage 3 NPDR with multiple hemorrhages, microaneurysms, and prominent venous changes.",
        "Severe stage 3 NPDR is prominently displayed with extensive hemorrhages and prominent venous beading.",
        "This retinal image reveals severe stage 3 NPDR with numerous microaneurysms and extensive intraretinal hemorrhages.",
        "The retinal scan highlights severe stage 3 NPDR with significant dot and blot hemorrhages and pronounced venous abnormalities.",
        "Severe stage 3 NPDR is depicted with widespread hemorrhages, multiple microaneurysms, and retinal ischemia.",
        "The retina shows severe stage 3 NPDR with many small blood spots, swollen veins, and damaged vessels.",
        "Severe stage 3 NPDR is visible with many bleeding spots, thickened veins, and significant damage to vessels.",
        "This image displays severe stage 3 NPDR with numerous tiny blood leaks, swollen veins, and vessel damage.",
        "Severe stage 3 NPDR is marked by many small hemorrhages, thickened veins, and significant vessel damage.",
        "The image shows severe stage 3 diabetic retinopathy with bleeding spots, swollen veins, and damage to vessels.",
        "Severe NPDR is evident with extensive bleeding spots, large areas of bleeding, and noticeable changes in veins."
    ],
    'full_stage4_dr': [
        "Advanced stage 4 proliferative diabetic retinopathy (PDR) is evident with extensive microaneurysms and intraretinal hemorrhages.",
        "This retinal scan shows severe Stage 4 PDR with widespread hemorrhages, microaneurysms, and cotton wool spots.",
        "Advanced Stage 4 PDR is evident with extensive hemorrhages, microaneurysms, and severe retinal changes.",
        "Stage 4 PDR is prominently displayed with extensive hemorrhages and pronounced venous abnormalities.",
        "The retinal image displays stage 4 PDR with numerous microaneurysms and extensive intraretinal hemorrhages.",
        "This retinal scan reveals stage 4 PDR with significant hemorrhages and extensive microaneurysms.",
        "Advanced Stage 4 PDR is characterized by extensive hemorrhages, microaneurysms, and severe retinal damage.",
        "Stage 4 PDR is evident with significant dot and blot hemorrhages, extensive microaneurysms, and cotton wool spots.",
        "Advanced Stage 4 PDR is visible with numerous small blood spots, areas of bleeding, and vessel damage.",
        "Stage 4 PDR is shown with noticeable small blood leaks, patches of bleeding, and changes in veins.",
        "Advanced Stage 4 PDR is visible with numerous small blood spots, extensive bleeding areas, and significant vessel damage.",
        "Stage 4 PDR is depicted with extensive bleeding, many small blood vessel leaks, and noticeable retinal damage.",
        "Advanced Stage 4 PDR is evident with extensive blood spots, large areas of bleeding, and changes in veins.",
        "Stage 4 PDR is visible with extensive blood spots, large areas of bleeding, and significant vessel damage.",
        "Advanced stage 4 PDR is shown with widespread bleeding spots, many small blood vessel leaks, and significant retinal damage."
    ]
}

thyroid_us_prompts = {'benign': [
    'Symmetrical shape.',
    'Smooth borders.',
    'No microcalcifications.',
    'Uniform texture.',
    'Regular shape and size.',
    'Well-defined contour.',
    'Smooth-bordered thyroid nodule.',
    'Not suspicious thyroid nodule.',
    'Uniform echotexture.',
    'Consistent shape and size.'
],
    'malignant': [
        'Irregular tumor shape.',
        'Nonuniform tumor margins.',
        'Presence of microcalcifications.',
        'Heterogeneous tumor texture.',
        'Unclear tumor boundaries.',
        'Asymmetrical tumor border.',
        'High suspicion of malignancy.',
        'Suspicious growth pattern.',
        'Malignant thyroid lesion detected.',
        'Indicative of tumor malignancy.'
    ]
}

BACH_prompts = {
    'Breast non-malignant benign tissue': ["a histopathology slide showing Breast non-malignant benign tissue",
                                           "histopathology image of Breast non-malignant benign tissue",
                                           "pathology tissue showing Breast non-malignant benign tissue",
                                           "presence of Breast non-malignant benign tissue on image"]
    , 'Breast malignant in-situ carcinoma': ["a histopathology slide showing Breast malignant in-situ carcinoma",
                                             "histopathology image of Breast malignant in-situ carcinoma",
                                             "pathology tissue showing Breast malignant in-situ carcinoma",
                                             "presence of Breast malignant in-situ carcinoma tissue on image"],
    'Breast malignant invasive carcinoma': ["a histopathology slide showing Breast malignant invasive carcinoma",
                                            "histopathology image of Breast malignant invasive carcinoma",
                                            "pathology tissue showing Breast malignant invasive carcinoma",
                                            "presence of Breast malignant invasive carcinoma tissue on image"],
    'Breast normal breast tissue': ["a histopathology slide showing Breast normal breast tissue",
                                    "histopathology image of Breast normal breast tissue",
                                    "pathology tissue showing Breast normal breast tissue",
                                    "presence of Breast normal breast tissue tissue on image"]

}

NCK_CRC_prompts = {"ADI": ["a histopathology slide showing Adipose",
                           "histopathology image of Adipose", "pathology tissue showing Adipose",
                           "presence of Adipose tissue on image"],
                   "DEB": ["a histopathology slide showing Debris",
                           "histopathology image of Debris", "pathology tissue showing Debris",
                           "presence of Debris tissue on image"],
                   "LYM": ["a histopathology slide showing Lymphocytes",
                           "histopathology image of Lymphocytes", "pathology tissue showing Lymphocytes",
                           "presence of Lymphocytes tissue on image"],
                   "MUC": ["a histopathology slide showing Mucus",
                           "histopathology image of Mucus", "pathology tissue showing Mucus",
                           "presence of Mucus tissue on image"],
                   "MUS": ["a histopathology slide showing Smooth muscle",
                           "histopathology image of Smooth muscle", "pathology tissue showing Smooth muscle",
                           "presence of Smooth muscle tissue on image"],
                   "NORM": ["a histopathology slide showing Normal colon mucosa",
                            "histopathology image of Normal colon mucosa",
                            "pathology tissue showing Normal colon mucosa",
                            "presence of Normal colon mucosa tissue on image"],
                   "STR": ["a histopathology slide showing Cancer-associated stroma",
                           "histopathology image of Cancer-associated stroma",
                           "pathology tissue showing Cancer-associated stroma",
                           "presence of Cancer-associated stroma tissue on image"],
                   "TUM": [
                       "a histopathology slide showing Colorectal adenocarcinoma epithelium",
                       "histopathology image of Colorectal adenocarcinoma epithelium",
                       "pathology tissue showing Colorectal adenocarcinoma epithelium",
                       "presence of Colorectal adenocarcinoma epithelium tissue on image"],

                   }

SICAPv2_prompts = {"Benign glands": ["a histopathology slide showing Benign glands",
                                     "histopathology image of Benign glands", "pathology tissue showing Benign glands",
                                     "presence of Benign glands tissue on image"],
                   "Atrophic dense glands": ["a histopathology slide showing Atrophic dense glands",
                                             "histopathology image of Atrophic dense glands",
                                             "pathology tissue showing Atrophic dense glands",
                                             "presence of Atrophic dense glands tissue on image"],
                   "Cribriform ill-formed fused papillary patterns": [
                       "a histopathology slide showing Cribriform ill-formed fused papillary patterns",
                       "histopathology image of Cribriform ill-formed fused papillary patterns",
                       "pathology tissue showing Cribriform ill-formed fused papillary patterns",
                       "presence of Cribriform ill-formed fused papillary patterns tissue on image"],
                   "Isolated nest cells without lumen rosetting patterns": [
                       "a histopathology slide showing Isolated nest cells without lumen rosetting patterns",
                       "histopathology image of Isolated nest cells without lumen rosetting patterns",
                       "pathology tissue showing Isolated nest cells without lumen rosetting patterns",
                       "presence of Isolated nest cells without lumen rosetting patterns tissue on image"],

                   }

skin_cancer_prompts = {
    "nontumor_skin_necrosis_necrosis": ["a histopathology slide showing Necrosis",
                                        "histopathology image of Necrosis", "pathology tissue showing Necrosis",
                                        "presence of Necrosis tissue on image"],

    "nontumor_skin_muscle_skeletal":
        ["a histopathology slide showing Skeletal muscle",
         "histopathology image of Skeletal muscle", "pathology tissue showing Skeletal muscle",
         "presence of Skeletal muscle tissue on image"],

    "nontumor_skin_sweatglands_sweatglands":
        ["a histopathology slide showing Eccrine sweat glands",
         "histopathology image of Eccrine sweat glands", "pathology tissue showing Eccrine sweat glands",
         "presence of Eccrine sweat glands tissue on image"],

    "nontumor_skin_vessel_vessel":
        ["a histopathology slide showing Vessels",
         "histopathology image of Vessels", "pathology tissue showing Vessels", "presence of Vessels tissue on image"],

    "nontumor_skin_elastosis_elastosis":
        ["a histopathology slide showing Elastosis",
         "histopathology image of Elastosis", "pathology tissue showing Elastosis",
         "presence of Elastosis tissue on image"],

    "nontumor_skin_chondraltissue_chondraltissue":
        ["a histopathology slide showing Chondral tissue",
         "histopathology image of Chondral tissue", "pathology tissue showing Chondral tissue",
         "presence of Chondral tissue tissue on image"],

    "nontumor_skin_hairfollicle_hairfollicle":
        ["a histopathology slide showing Hair follicle",
         "histopathology image of Hair follicle", "pathology tissue showing Hair follicle",
         "presence of Hair follicle tissue on image"],
    "nontumor_skin_epidermis_epidermis": ["a histopathology slide showing Epidermis",
                                          "histopathology image of Epidermis", "pathology tissue showing Epidermis",
                                          "presence of Epidermis tissue on image"],
    "nontumor_skin_nerves_nerves":
        ["a histopathology slide showing Nerves",
         "histopathology image of Nerves", "pathology tissue showing Nerves", "presence of Nerves tissue on image"],

    "nontumor_skin_subcutis_subcutis":
        ["a histopathology slide showing Subcutis",
         "histopathology image of Subcutis", "pathology tissue showing Subcutis",
         "presence of Subcutis tissue on image"],

    "nontumor_skin_dermis_dermis":
        ["a histopathology slide showing Dermis",
         "histopathology image of Dermis", "pathology tissue showing Dermis", "presence of Dermis tissue on image"],

    "nontumor_skin_sebaceousglands_sebaceousglands":
        ["a histopathology slide showing Sebaceous glands",
         "histopathology image of Sebaceous glands", "pathology tissue showing Sebaceous glands",
         "presence of Sebaceous glands tissue on image"],

    "tumor_skin_epithelial_sqcc":
        ["a histopathology slide showing Squamous-cell carcinoma",
         "histopathology image of Squamous-cell carcinoma", "pathology tissue showing Squamous-cell carcinoma",
         "presence of Squamous-cell carcinoma tissue on image"],

    "tumor_skin_melanoma_melanoma":
        ["a histopathology slide showing Melanoma in-situ",
         "histopathology image of Melanoma in-situ", "pathology tissue showing Melanoma in-situ",
         "presence of Melanoma in-situ tissue on image"],

    "tumor_skin_epithelial_bcc":
        ["a histopathology slide showing Basal-cell carcinoma",
         "histopathology image of Basal-cell carcinoma", "pathology tissue showing Basal-cell carcinoma",
         "presence of Basal-cell carcinoma tissue on image"],

    "tumor_skin_naevus_naevus":
        ["a histopathology slide showing Naevus",
         "histopathology image of Naevus", "pathology tissue showing Naevus", "presence of Naevus tissue on image"]
}

skin_tumor_prompts = {

    "tumor_skin_epithelial_sqcc":
        ["a histopathology slide showing Squamous-cell carcinoma",
         "histopathology image of Squamous-cell carcinoma", "pathology tissue showing Squamous-cell carcinoma",
         "presence of Squamous-cell carcinoma tissue on image"],

    "tumor_skin_melanoma_melanoma":
        ["a histopathology slide showing Melanoma in-situ",
         "histopathology image of Melanoma in-situ", "pathology tissue showing Melanoma in-situ",
         "presence of Melanoma in-situ tissue on image"],

    "tumor_skin_epithelial_bcc":
        ["a histopathology slide showing Basal-cell carcinoma",
         "histopathology image of Basal-cell carcinoma", "pathology tissue showing Basal-cell carcinoma",
         "presence of Basal-cell carcinoma tissue on image"],

    "tumor_skin_naevus_naevus":
        ["a histopathology slide showing Naevus",
         "histopathology image of Naevus", "pathology tissue showing Naevus", "presence of Naevus tissue on image"]
}

Osteo_prompts = {
    "Normal non-tumor": ["a histopathology slide showing Normal non-tumor", "histopathology image of Normal non-tumor",
                         "pathology tissue showing Normal non-tumor", "presence of Normal non-tumor tissue on image"],
    "Necrotic": ["a histopathology slide showing Necrotic",
                 "histopathology image of Necrotic", "pathology tissue showing Necrotic",
                 "presence of Necrotic tissue on image"],
    "Tumor": ["a histopathology slide showing Tumor",
              "histopathology image of Tumor", "pathology tissue showing Tumor", "presence of Tumor tissue on image"]
}
# breast_us_prompts = {
#     'malignant': [
#         'Irregular tumor shape.',
#         'Nonuniform tumor margins.',
#         'Presence of microcalcifications.',
#         'Heterogeneous tumor texture.',
#         'Unclear tumor boundaries.'
#     ],
#     'benign': [
#         'Symmetrical shape.',
#         'Smooth borders.',
#         'No microcalcifications.',
#         'Uniform texture.',
#         'Regular shape and size.'
#     ]
# }

# meniscus_mri_prompts = {
#     'yes': [
#         "Abnormalities.",
#         "Changes in anatomy.",
#         "Not normal knee joint.",
#         "Irregularities present.",
#         "Knee configuration not normal.",
#         "Evident findings.",
#         "Abnormal case.",
#         "Evidences of abnormalities.",
#         "Detectable abnormalities.",
#         "Tear indication."],
#     'no': [
#         "No abnormalities.",
#         "Normal anatomy.",
#         "Normal knee joint.",
#         "No irregularities.",
#         "Normal knee configuration.",
#         "Normal findings.",
#         "Normal case.",
#         "No signs of abnormalities.",
#         "No detectable abnormalities.",
#         "No relevant findings."
#     ]}

meniscus_mri_prompts = {'no': ['Normal appearance of the knee in MRI imaging.',
                               'MRI scan showing no abnormalities in the knee.',
                               'The knee MRI indicates a normal condition.',
                               'MRI of the knee displaying typical anatomy and no pathologic findings.',
                               'Normal knee structure as revealed by magnetic resonance imaging.',
                               'Magnetic resonance image of the knee showing healthy structural integrity.',
                               'The MRI results confirm normal knee anatomy without any abnormal findings.',
                               'Diagnostic MRI reveals the knee to be in normal condition.',
                               'Knee MRI, which shows no signs of pathology, indicating a normal state.',
                               'MRI examination of the knee presents normal anatomical features..'],
                        'yes': ['Meniscal abnormality detected in MRI imaging of the knee.',
                                'MRI of the knee reveals meniscal pathology.',
                                'Knee MRI indicating abnormalities in the meniscus.',
                                'Abnormal meniscal findings in knee MRI scan.',
                                'Meniscal degeneration observed in knee MRI.',
                                'MRI scan of the knee showing meniscal damage.',
                                'Evidence of meniscal irregularities in the MRI of the knee.',
                                'Knee MRI scan diagnostic of a meniscal disorder.',
                                'Meniscal disruption identified in knee MRI examination.',
                                'MRI assessment of the knee displays meniscal anomaly.']}

acl_mri_prompts = {
    'no': ['Normal appearance of the knee in MRI imaging.',
           'MRI scan showing no abnormalities in the knee.',
           'The knee MRI indicates a normal condition.',
           'MRI of the knee displaying typical anatomy and no pathologic findings.',
           'Normal knee structure as revealed by magnetic resonance imaging.',
           'Magnetic resonance image of the knee showing healthy structural integrity.',
           'The MRI results confirm normal knee anatomy without any abnormal findings.',
           'Diagnostic MRI reveals the knee to be in normal condition.',
           'Knee MRI, which shows no signs of pathology, indicating a normal state.',
           'MRI examination of the knee presents normal anatomical features..'],
    'yes': ['ACL pathology is evident in the MRI imaging of the knee.',
            'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee.',
            'Pathological changes in the knee ACL are detected in the MRI.',
            'The knee MRI results indicate an ACL disorder.',
            'An anterior cruciate ligament pathology is diagnosed through the knee MRI.',
            'MRI of the knee shows compromised integrity of the ACL.',
            'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan.',
            'MRI findings suggest a disease process in the knee anterior cruciate ligament.',
            'The imaging of the knee reveals a pathological condition of the ACL.',
            'A disorder in the knee’s anterior cruciate ligament is visible on MRI.']}

# 'no': ['Normal appearance of the knee in MRI imaging', 'MRI scan showing no abnormalities in the knee',
#        'The knee MRI indicates a normal condition',
#        'MRI of the knee displaying typical anatomy and no pathologic findings',
#        'Normal knee structure as revealed by magnetic resonance imaging',
#        'Magnetic resonance image of the knee showing healthy structural integrity',
#        'The MRI results confirm normal knee anatomy without any abnormal findings',
#        'Diagnostic MRI reveals the knee to be in normal condition',
#        'Knee MRI, which shows no signs of pathology, indicating a normal state',
#        'MRI examination of the knee presents normal anatomical features.']}


radimagenet_all_prompts = {
    'MRI photo, knee, meniscal abnormality': ['Meniscal abnormality detected in MRI imaging of the knee.',
                                              'MRI of the knee reveals meniscal pathology.',
                                              'Knee MRI indicating abnormalities in the meniscus.',
                                              'Abnormal meniscal findings in knee MRI scan.',
                                              'Meniscal degeneration observed in knee MRI.',
                                              'MRI scan of the knee showing meniscal damage.',
                                              'Evidence of meniscal irregularities in the MRI of the knee.',
                                              'Knee MRI scan diagnostic of a meniscal disorder.',
                                              'Meniscal disruption identified in knee MRI examination.',
                                              'MRI assessment of the knee displays meniscal anomaly.'],
    'MRI photo, knee, chondral abnormality': ['Chondral abnormality evident in the MRI image of the knee.',
                                              'The MRI of the knee reveals a chondral defect.',
                                              'Knee MRI showing signs of chondral damage.',
                                              'MRI scan indicates a chondral lesion in the knee zone.',
                                              'Evidence of a chondral abnormality in knee MRI assessment.',
                                              'Diagnostic MRI indicates chondral deterioration in the knee.',
                                              'Chondral impairment detected in the knee by MRI imaging.',
                                              'Knee MRI scan presents with chondral pathology.',
                                              'MRI assessment of the knee displays chondral abnormality.',
                                              'Chondral disruption observed in knee MRI image.'],
    'MRI photo, knee, mcl pathology': [
        'MRI scan showing pathology of the medial collateral ligament (MCL) in the knee.',
        'Image from MRI depicting medial collateral ligament disease in the knee region.',
        'MRI image highlights an abnormal medial collateral ligament (MCL) in the knee.',
        'Pathological changes in the knee medial collateral ligament captured by MRI.',
        'Medial collateral ligament (MCL) degeneration in the knee as shown in MRI.',
        'MRI visualization of the knee’s medial collateral ligament displaying pathological signs.',
        'Diagnostic MRI revealing damage in the knee’s medial collateral ligament.',
        'Knee MRI indicating medial collateral ligament (MCL) pathology.',
        'The medial collateral ligament on knee MRI appears pathologically altered.',
        'MRI of the knee exhibiting signs of medial collateral ligament dysfunction.'],
    'MRI photo, knee, soft tissue fluid collection': ['Soft tissue fluid collection evident in the MRI of the knee.',
                                                      'Fluid accumulation in soft tissues observed in knee MRI.',
                                                      'MRI imaging reveals soft tissue fluid collection around the knee.',
                                                      'Knee MRI showing accumulation of fluid in the soft tissues.',
                                                      'Presence of fluid in soft tissues detected by MRI of the knee.',
                                                      'Soft tissue fluid collection in the knee as shown in MRI imaging.',
                                                      'MRI of the knee indicates a soft tissue fluid accumulation.',
                                                      'Examination of knee MRI displays soft tissue fluid collection.',
                                                      'Knee MRI diagnostic reveals fluid collection within soft tissues.',
                                                      'Fluid collection in knee soft tissues apparent on MRI scan.'],
    'MRI photo, knee, fracture': ['Fractured knee depicted in MRI imaging.',
                                  'MRI scan showing a knee with a fracture.',
                                  'Knee fracture evident on MRI photograph.',
                                  'Magnetic Resonance Imaging reveals a fractured knee.',
                                  'MRI captures the condition of a fractured knee.',
                                  'Fracture diagnosis in the knee confirmed by MRI.',
                                  'MRI results display knee fracture.',
                                  'Knee structure with fracture visualized through MRI.',
                                  'Fractured knee bone identified in MRI scan.',
                                  'MRI diagnostic image of a knee fracture.'],
    'MRI photo, knee, bone inflammation': ['MRI imaging depicts inflammation of the bone in the knee region.',
                                           'The MRI shows evidence of osseous inflammation in the knee.',
                                           'Knee MRI indicating signs of bone inflammation.',
                                           'Imaging of the knee on MRI revealing inflammatory changes within the bone.',
                                           'Bone inflammation is evident in the knee based from the MRI results.',
                                           'In the MRI scan, the knee bone presents with inflammation.',
                                           'The knee bone inflammation is manifest on the MRI imaging.',
                                           'MRI evidence of inflammatory bone condition in the knee.',
                                           'Knee bone displays signs of inflammation in magnetic resonance imaging.',
                                           'Inflammatory response in knee bone observed in MRI scan.'],
    'MRI photo, knee, acl pathology': ['ACL pathology is evident in the MRI imaging of the knee..',
                                       'The MRI scan reveals a pathology in the anterior cruciate ligament of the knee..',
                                       'Pathological changes in the knee ACL are detected in the MRI..',
                                       'The knee MRI results indicate an ACL disorder..',
                                       'An anterior cruciate ligament pathology is diagnosed through the knee MRI..',
                                       'MRI of the knee shows compromised integrity of the ACL..',
                                       'The knee anterior cruciate ligament exhibits pathological abnormalities in the MRI scan..',
                                       'MRI findings suggest a disease process in the knee anterior cruciate ligament..',
                                       'The imaging of the knee reveals a pathological condition of the ACL..',
                                       'A disorder in the knee’s anterior cruciate ligament is visible on MRI..'],
    'MRI photo, knee, patella pathology': [
        'Pathological condition of the patella evident in the MRI image of the knee.',
        'MRI scan revealing patellar abnormality in the knee joint.',
        'Diagnosis of patella pathology is confirmed via knee MRI imaging.',
        'Knee MRI demonstrates degenerative changes in the patella.',
        'MRI assessment of the knee shows structural anomalies in the patella.',
        'Knee-based MRI analysis indicates patellar disease.',
        'Magnetic Resonance Imaging of the knee, focusing on patella pathology.',
        'MRI captured patellar dysplasia within the knee structure.',
        'Aberrations in the patella illuminated by knee MRI scan.',
        'Patellar pathology diagnosed through Magnetic Resonance Imaging of the knee.'],
    'MRI photo, knee, intra': ['MRI depicting intra-articular pathology of the knee.',
                               'Knee MRI shows signs of intra-articular knee disorder.',
                               'The image displays intra-articular abnormalities in the knee via MRI.',
                               'MRI analysis reveals intra-articular knee anomalies.',
                               'Examination of the knee through MRI for intra-articular conditions.',
                               'This MRI image illustrates the intra-articular status of knee tissue.',
                               'Knee MRI presenting intra-articular complications.',
                               'MRI captured intra-articular disturbances in the knee joint.',
                               'Knee MRI indicative of an intra-articular condition.',
                               'MRI knee evaluation showing intra-articular tissue changes.'],
    'MRI photo, knee, quad pathology': ['Quad pathology evident in the MRI of the knee.',
                                        'Knee MRI showing signs of quad pathology.',
                                        'MRI imaging of the knee reveals quad pathology.',
                                        'Pathological changes in the quad observed in knee MRI.',
                                        'Quad pathology depicted in the MRI scan of the knee.',
                                        'MRI results indicate a quad pathology in the knee region.',
                                        'Diagnosis of quad pathology from knee MRI imaging.',
                                        'MRI of the knee exhibiting quad pathology.',
                                        'Knee MRI diagnostic image with quad pathology.',
                                        'Manifestation of quad pathology in the MRI of the knee.'],
    'MRI photo, knee, post operative acl': ['Post-operative ACL MRI scan of the knee.',
                                            'MRI imaging depicting knee after ACL surgery.',
                                            'Post-surgical assessment of ACL via knee MRI.',
                                            'Knee MRI showcasing post-operative ACL changes.',
                                            'MRI evaluation of the knee following ACL surgery.',
                                            'Imaging of knee post ACL surgical intervention.',
                                            'Knee MRI revealing post-operative changes in the ACL.',
                                            'Assessment through MRI of a knee ACL post surgery.',
                                            'MRI scan of knee illustrating post-operative ACL condition.',
                                            'Post-operative state of ACL in knee observed through MRI imaging.'],
    'MRI photo, knee, soft tissue edema': ['MRI imaging revealing edema within the soft tissues of the knee.',
                                           'Soft tissue swelling evident from MRI imaging of the knee.',
                                           'MRI scan shows signs of soft tissue edema in the knee region.',
                                           'Edematous changes detected in the knee soft tissues via MRI.',
                                           'MRI of the knee displays soft tissue edema.',
                                           'Knee MRI indicates swelling in the soft tissues.',
                                           'Soft tissue edema demonstrated by MRI examination of the knee.',
                                           'The knee soft tissues exhibit edema on MRI.',
                                           'MRI results confirm edema in the knee’s soft tissues.',
                                           'Soft tissue edema in the knee visualized through MRI techniques.'],
    'MRI photo, knee, pcl pathology': [
        'MRI image demonstrating pathology of the posterior cruciate ligament (PCL) in the knee.',
        'Posterior cruciate ligament abnormality evident in the knee MRI scan.',
        'MRI of the knee showing degenerative changes in the posterior cruciate ligament.',
        'Knee MRI revealing the pathological condition of the PCL.',
        'Pathology of the PCL as depicted by magnetic resonance imaging of the knee.',
        'MRI scan of the knee indicating a PCL injury.',
        'The knee posterior cruciate ligament exhibits pathological signs in this MRI image.',
        'Diagnostic MRI of the knee focusing on PCL pathology.',
        'Knee MRI visualizing pathology in the posterior cruciate ligament.',
        'Posterior cruciate ligament pathology identified in knee MRI.'],
    'MRI photo, knee, fcl pathology': ['MRI image displaying pathology of the fibular collateral ligament in the knee.',
                                       'Fibular collateral ligament deterioration evident in knee MRI.',
                                       'MRI reveal of the knee showing fibular collateral ligament abnormalities.',
                                       'Knee MRI demonstrating compromised fibular collateral ligament.',
                                       'Diagnostic MRI of knee with fibular collateral ligament pathology.',
                                       'Pathologic features of the fibular collateral ligament observed in knee MRI.',
                                       'Knee MRI presentation of fibular collateral ligament degeneration.',
                                       'MRI assessment reveals pathology in the knee’s fibular collateral ligament.',
                                       'An MRI of the knee exhibiting issues with the fibular collateral ligament.',
                                       'Magnetic resonance imaging of the knee, focusing on fibular collateral ligament pathology.'],
    'MRI photo, knee, hematoma': ['MRI image depicts a hematoma in the knee region..',
                                  'The image shows a hematoma localized within the knee captured via MRI.',
                                  'MRI scan illustrating a knee affected by a hematoma.',
                                  'Magnetic Resonance Imaging reveals a hematogenous mass in the knee.',
                                  'Knee MRI results confirming the presence of a hematoma.',
                                  'A hematoma in the knee is evident in this MRI scan.',
                                  'MRI of the knee demonstrating a hematologic accumulation.',
                                  'This MRI knee scan reveals a distinct hematoma.',
                                  'Evidence of a knee hematoma is visible in this MRI photograph.',
                                  'MRI diagnostic image showing a hematoma within the knee anatomy.'],
    'MRI photo, knee, muscle strain': ['Muscle strain is evident in the MRI image of the knee..',
                                       'The knee MRI reveals a muscle strain..',
                                       'Muscle strain manifested in the knee region, as displayed in the MRI..',
                                       'MRI scan of the knee showing signs of muscle strain..',
                                       'Muscular strain is diagnosed in the knee from the MRI assessment..',
                                       'The knee MRI scan demonstrates a condition of muscle strain..',
                                       'Muscle strain is the detected condition in the knee as per the MRI result..',
                                       'Evidence of muscle strain in knee observed through MRI technique..',
                                       'Muscle strain in the knee area, identified via MRI imaging..',
                                       'The condition of muscle strain is highlighted in the knee’s MRI..'],
    'MRI photo, knee, soft tissue mass': ['Soft tissue mass identified in the knee on MRI imaging.',
                                          'MRI reveals a mass within the soft tissues of the knee.',
                                          'The MRI scan shows a soft tissue mass located at the knee.',
                                          'Knee MRI demonstrates a mass present in the soft tissues.',
                                          'Soft tissue mass in the knee depicted by MRI examination.',
                                          'MRI of the knee reveals presence of a soft tissue mass.',
                                          'Imaging of a soft tissue mass at the knee via MRI.',
                                          'Soft tissue mass at the knee region, as seen on MRI scan.',
                                          'MRI examination of the knee indicates a soft tissue mass.',
                                          'Knee observed on MRI with a detected soft tissue mass.'],
    'MRI photo, shoulder, labral pathology': ['Labral pathology identified in an MRI image of the shoulder..',
                                              'Shoulder MRI revealing signs of labral pathology..',
                                              'Labral damage is evident from the MRI scan of the shoulder..',
                                              'MRI of the shoulder showing labral pathology..',
                                              'The MRI image demonstrates a pathology of the labrum in the shoulder region..',
                                              'Evidence of labral pathology in the shoulder as depicted by MRI..',
                                              'Shoulder labral pathology is diagnosed through this MRI scan..',
                                              'MRI results indicate a pathological condition of the shoulder labrum..',
                                              'Diagnosis of labral pathology in the shoulder from MRI findings..',
                                              'The shoulder MRI image displays characteristics of labral pathology..'],
    'MRI photo, shoulder, supraspinatus pathology': ['Supraspinatus pathology evident in MRI of the shoulder.',
                                                     'MRI imaging reveals abnormalities in the supraspinatus of the shoulder.',
                                                     'Shoulder MRI scan showing signs of supraspinatus pathology.',
                                                     'Pathological changes in the supraspinatus identified in shoulder MRI.',
                                                     'MRI of the shoulder displays supraspinatus tissue pathology.',
                                                     'Diagnostic MRI results indicate pathology in the shoulder’s supraspinatus.',
                                                     'Supraspinatus impairments detected in the MRI study of the shoulder.',
                                                     'Shoulder region MRI confirms pathological condition of the supraspinatus.',
                                                     'MRI examination of shoulder shows pathological supraspinatus alterations.',
                                                     'The supraspinatus muscle shows pathological changes on the shoulder MRI scan.'],
    'MRI photo, shoulder, soft tissue fluid': ['Soft tissue fluid evident in an MRI image of the shoulder.',
                                               'MRI scan showing fluid accumulation in the soft tissues of the shoulder.',
                                               'Fluid in the soft tissues detected in a shoulder MRI.',
                                               'Shoulder MRI revealing the presence of soft tissue fluid.',
                                               'Soft tissue fluid within the shoulder illustrated in MRI imaging.',
                                               'MRI of the shoulder indicating soft tissue fluid presence.',
                                               'Fluid accumulation in shoulder soft tissues, as revealed by MRI.',
                                               'MRI diagnostic image displaying fluid in the soft tissues of the shoulder.',
                                               'Soft tissue fluid in the shoulder region observed on MRI.',
                                               'MRI evidence of fluid within the soft tissues around the shoulder area.'],
    'MRI photo, shoulder, ghj oa': ['Osteoarthritis visibly characterized in the shoulder joint on MRI imaging.',
                                    'MRI reveals degenerative changes consistent with osteoarthritis in the shoulder.',
                                    'The shoulder MRI scan shows signs of osteoarthritis.',
                                    'Evidence of osteoarthritis in the shoulder is apparent on the magnetic resonance image.',
                                    'The MRI of the shoulder indicates joint degeneration suggestive of osteoarthritis.',
                                    'Degenerative osteoarthritis identified in the shoulder from MRI results.',
                                    'Diagnostic MRI of the shoulder showing features of osteoarthritis.',
                                    'Shoulder degeneration due to osteoarthritis is detected in the MRI scan.',
                                    'MRI examination of the shoulder displays osteoarthritic changes.',
                                    'Osteoarthritis in the shoulder diagnosed via MRI.'],
    'MRI photo, shoulder, acj oa': ['Acromioclavicular joint osteoarthritis evident in MRI of the shoulder.',
                                    'Shoulder MRI displaying degenerative changes consistent with acromioclavicular joint osteoarthritis.',
                                    'MRI scan of the shoulder showing typical signs of acromioclavicular joint osteoarthritis.',
                                    'Osteoarthritic changes of the acromioclavicular joint captured in shoulder MRI.',
                                    'MRI imaging reveals acromioclavicular joint osteoarthritis in the shoulder region.',
                                    'Diagnostic MRI of the shoulder identifies osteoarthritis in the acromioclavicular joint.',
                                    'Shoulder MRI shows sign of acromioclavicular joint degeneration consistent with osteoarthritis.',
                                    'Acromioclavicular osteoarthritis is diagnosed through MRI imaging of the shoulder.',
                                    'The MRI of the shoulder illustrates osteoarthritic deterioration at the acromioclavicular joint.',
                                    'MRI captured acromioclavicular joint osteoarthritis in the shoulder anatomy.'],
    'MRI photo, shoulder, osseous lesion': ['Osseous lesion identified in the shoulder from MRI imaging.',
                                            'MRI scan reveals a bone lesion in the shoulder region.',
                                            'Bone abnormality in the shoulder depicted on MRI.',
                                            'MRI of the shoulder shows an osseous lesion.',
                                            'Shoulder MRI indicates presence of bone lesion.',
                                            'Bone lesion visualized on MRI in the shoulder area.',
                                            'Magnetic Resonance Imaging of the shoulder displays an osseous lesion.',
                                            'Diagnostic MRI of the shoulder detected bone pathology.',
                                            'Shoulder region MRI confirms osseous lesion.',
                                            'Bone lesion in shoulder evidenced by MRI scan.'],
    'MRI photo, shoulder, subscapularis pathology': ['Subscapularis pathology depicted in MRI imaging of the shoulder.',
                                                     'Shoulder MRI scan showing signs of subscapularis muscle pathology.',
                                                     'MRI evidence of pathology in the subscapularis of the shoulder region.',
                                                     'Diagnostic MRI revealing abnormality in the shoulder subscapularis tissue.',
                                                     'Subscapularis disorder identified in magnetic resonance imaging of the shoulder.',
                                                     'Shoulder subscapularis shows pathological changes in MRI scan.',
                                                     'Pathological findings in the subscapularis from a shoulder MRI examination.',
                                                     'MRI of the shoulder indicating subscapularis muscle impairment.',
                                                     'Visualization of subscapularis pathology in shoulder MRI.',
                                                     'Shoulder MRI illustrates pathology in subscapularis muscle region.'],
    'MRI photo, shoulder, post op': ['Postoperative MRI scan of the shoulder.',
                                     'MRI imaging showing the shoulder after surgical intervention.',
                                     'Post-surgical MRI representation of the shoulder.',
                                     'Magnetic Resorption Imaging conducted post-operation on the shoulder.',
                                     'MRI scan depicting postoperative changes in the shoulder.',
                                     'Postoperative condition of the shoulder displayed in MRI imaging.',
                                     'Shoulder MRI conducted after surgical procedure.',
                                     'MRI examination of the shoulder following surgery.',
                                     'Shoulder postoperative state visualized through MRI.',
                                     'Post-surgical assessment of the shoulder via MRI imaging.'],
    'MRI photo, shoulder, marrow inflammation': [
        'Inflammatory changes noted within the marrow of the shoulder on MRI imaging.',
        'MRI examination reveals signs of inflammation in the shoulder marrow.',
        'The marrow in the shoulder shows inflammation as observed in the MRI scan.',
        'MRI diagnostic imaging displays the presence of marrow inflammation within the shoulder region.',
        'The shoulder bone marrow is inflamed, as detected on magnetic resonance imaging.',
        'Magnetic resonance imaging of the shoulder indicates marrow inflammation.',
        'Inflammation of the shoulder marrow evident on MRI.',
        'MRI of the shoulder reveals inflammatory changes in the bone marrow.',
        'Signs of marrow inflammation in the shoulder captured through MRI.',
        'Inflammatory condition of the shoulder marrow as visualized on MRI scan.'],
    'MRI photo, shoulder, soft tissue edema': ['MRI image showing edema within the soft tissues of the shoulder.',
                                               'Soft tissue edema observed in the shoulder region on the MRI scan.',
                                               'MRI scan depicting an increase in fluid in the soft tissues around the shoulder.',
                                               'Shoulder MRI clearly indicates soft tissue swelling due to edema.',
                                               'Evidence of soft tissue edema in the shoulder as seen on MRI.',
                                               'MRI of the shoulder displaying soft tissue edema.',
                                               'The MRI reveals fluid accumulation in the shoulder soft tissues.',
                                               'Diagnostic MRI identifies swollen soft tissues in the shoulder area.',
                                               'Shoulder soft tissue edema presented in MRI imaging.',
                                               'MRI diagnostic image of the shoulder showing edema in soft tissues.'],
    'MRI photo, shoulder, infraspinatus pathology': ['Infraspinatus pathology is evident in the MRI of the shoulder.',
                                                     'The MRI scan demonstrates pathological changes in the infraspinatus muscle of the shoulder.',
                                                     'Shoulder MRI reveals abnormalities consistent with infraspinatus pathology.',
                                                     'Pathological findings in the infraspinatus are visible on the shoulder MRI scan.',
                                                     'The infraspinatus muscle shows signs of pathology in this shoulder MRI image.',
                                                     'Abnormal infraspinatus morphology detected on MRI of the shoulder.',
                                                     'The MRI of the shoulder indicates a pathology involving the infraspinatus.',
                                                     'Diagnostic MRI of the shoulder displays infraspinatus pathology changes.',
                                                     'Shoulder MRI depicts the pathological condition of the infraspinatus muscle.',
                                                     'In this MRI image of the shoulder, the infraspinatus muscle pathology is apparent.'],
    'MRI photo, shoulder, ca++ tendinosis': ['MRI image depicting calcific tendinosis in the shoulder region.',
                                             'MRI scan showing the presence of calcium deposits in the shoulder tendons.',
                                             'Calcium tendinopathy visualized in the shoulder on MRI.',
                                             'MRI representation of shoulder with signs of calcium buildup in the tendons.',
                                             'Calcific deposition in the shoulder tendons as seen on MRI.',
                                             'Magnetic Resurface Imaging revealing calcific tendinosis in the shoulder area.',
                                             'MRI showcases calcification within the shoulder’s tendinous structures.',
                                             'Shoulder MRI with evidence of calcific tendinosis.',
                                             'Calcium-rich tendinosis in the shoulder depicted through MRI.',
                                             'MRI diagnosis of calcified tendinopathy in the shoulder.'],
    'MRI photo, shoulder, biceps pathology': ['MRI scan demonstrating pathology of the biceps in the shoulder region.',
                                              'Shoulder MRI revealing biceps abnormalities.',
                                              'Biceps pathology is evident in this shoulder MRI image.',
                                              'MRI image of the shoulder with evident biceps pathology.',
                                              'Pathological findings in the biceps as shown in the shoulder MRI.',
                                              'Diagnostic MRI of the shoulder indicating a biceps disorder.',
                                              'Shoulder imaging on MRI displays biceps pathology.',
                                              'MRI evidence of biceps pathology in the shoulder area.',
                                              'Illustration of biceps pathology via MRI of the shoulder.',
                                              'Shoulder MRI scan with focus on biceps pathology.'],
    'MRI photo, hip, chondral pathology': ['Chondral pathology evident in the MRI image of the hip.',
                                           'MRI delineation of hip showing signs of chondral pathology.',
                                           'Chondral damage of the hip depicted in MRI scan.',
                                           'MRI of the hip reveals chondral pathology.',
                                           'Hip MRI indicating the presence of chondral pathology.',
                                           'Chondral pathology in hip joint displayed in MRI imaging.',
                                           'Chondral pathology is demonstrated in this MRI of the hip region.',
                                           'MRI exam of the hip showing chondral pathology.',
                                           'The MRI scan distinctly shows chondral pathology of the hip.',
                                           'Evidence of chondral pathology seen on the hip MRI.'],
    'MRI photo, hip, labral pathology': ['MRI image reveals labral pathology in the hip region.',
                                         'Labral pathology detected in the hip on MRI scan.',
                                         'The MRI of the hip shows signs of labral pathology.',
                                         'Hip MRI indicating evidence of labral pathology.',
                                         'Magnetic resonance imaging of the hip with labral pathology present.',
                                         'Hip labral pathology is evident on the MRI image.',
                                         'MRI demonstrates labral pathology in the hip area.',
                                         'The hip labral pathology is highlighted in the MRI photo.',
                                         'Magnetic resonance image of the hip displays labral pathology.',
                                         'Labral pathology in the hip region evidenced by MRI.'],
    'MRI photo, hip, marrow inflammation': ['MRI image showing inflammation in the bone marrow of the hip.',
                                            'Magnetic resonance imaging reveals hip marrow inflammation.',
                                            'Inflammatory changes in the hip bone marrow observed in MRI.',
                                            'MRI scan indicates increased inflammatory activity in the hip marrow.',
                                            'Hip region MRI demonstrates signs of bone marrow inflammation.',
                                            'Bone marrow inflammation in the hip evidenced by magnetic resonance imaging.',
                                            'MRI of the hip region showing signs of marrow inflammation.',
                                            'Magnetic resonance image depicts inflammation within the hip’s bone marrow.',
                                            'The MRI scan presents inflammatory changes in the bone marrow of the hip.',
                                            'Marrow inflammation in the hip identified on MRI.'],
    'MRI photo, hip, soft tissue fluid': ['Fluid accumulation in soft tissues observed in the hip MRI image.',
                                          'An MRI scan showing fluid in soft tissues around the hip.',
                                          'The MRI indicates fluid accumulation within the soft tissues of the hip region.',
                                          'Soft tissue fluid visible in the hip on magnetic resonance imaging.',
                                          'The hip MRI reveals the presence of fluid within the surrounding soft tissues.',
                                          'Magnetic resonance imaging of the hip displays fluid in the soft tissues.',
                                          'Evidence of fluid accumulation in the hip soft tissues detected by MRI.',
                                          'Hip MRI illustrating soft tissue fluid accumulation.',
                                          'MRI diagnostic of fluid in the soft tissues of the hip area.',
                                          'Fluid presence in hip soft tissues as shown in MRI findings.'],
    'MRI photo, hip, post op': ['Post-operative MRI scan of the hip demonstrating surgical changes.',
                                'MRI imaging showing the hip after surgical intervention.',
                                'Post-surgical MRI results of the hip region.',
                                'Magnetic resonance imaging of the hip, status post-operation.',
                                'Post-operative status visualized on hip MRI.',
                                'MRI of the hip showing post-surgical alterations.',
                                'Post-op MR image of the hip, depicting recovery or complications.',
                                'Hip MRI post-surgery indicating the current state.',
                                'Post-operative assessment via MRI for the hip area.',
                                'MRI depicting the hip following surgical treatment.'],
    'MRI photo, hip, soft tissue mass': ['MRI image depicting a soft tissue mass in the hip region..',
                                         'Soft tissue mass evident in the hip, as shown in the MRI scan..',
                                         'MRI scan reveals a mass within the soft tissues of the hip..',
                                         'Hip MRI indicating the presence of a soft tissue mass..',
                                         'Soft tissue mass in the hip visualized by magnetic resonance imaging..',
                                         'Magnetic resonance image of the hip showing a soft tissue mass..',
                                         'The hip MRI scan illustrates a mass in the soft tissues..',
                                         'A mass in the soft tissue of the hip is captured in this MRI..',
                                         'MRI diagnostic of hip shows a soft tissue mass..',
                                         'Analysis of hip MRI reveals a mass in the soft tissues..'],
    'MRI photo, hip, osseous disruption': ['Osseous disruption evident in the MRI image of the hip.',
                                           'MRI scan reveals bone structure disruption in the hip region.',
                                           'Hip MRI displaying signs of osseous disruption.',
                                           'Disruption of bone tissue observed in hip MRI.',
                                           'Magnetic Resonance Imaging of the hip shows osseous disruption.',
                                           'Bone disruption in the hip visible on MRI scan.',
                                           'MRI of the hip region indicating a disruption in osseous tissue.',
                                           'Osseous tissue disruption detected in MRI examination of the hip.',
                                           'MRI analysis of hip reveals disrupted bone structure.',
                                           'Hip region on MRI with evident osseous tissue disruption.'],
    'MRI photo, hip, osseous lesion': ['Osseous lesion identified in the hip region on MRI imaging.',
                                       'MRI imaging reveals a bone lesion in the hip.',
                                       'Bone abnormality in the hip apparent on MRI scan.',
                                       'MRI of the hip shows evidence of an osseous lesion.',
                                       'Hip MRI indicates the presence of a bone lesion.',
                                       'Bone lesion in the hip area detected by MRI.',
                                       'MRI scan of the hip demonstrating an osseous lesion.',
                                       'Diagnosis of osseous lesion in the hip via MRI imaging.',
                                       'MRI examination of the hip reveals bone lesion.',
                                       'Evidence of osseous lesion in the hip on MRI.'],
    'MRI photo, hip, abductor pathology ': ['Abductor pathology is evident in the MRI image of the hip.',
                                            'The hip MRI reveals signs of abductor muscle pathology.',
                                            'Pathological findings of the abductor muscle are visible in the hip MRI.',
                                            'The MRI of the hip demonstrates abnormalities consistent with abductor pathology.',
                                            'Abductor muscle dysfunction is diagnosed in the hip MRI.',
                                            'Hip MRI scan showing abnormal abductor muscle condition.',
                                            'The hip MRI indicates a pathological condition in the abductor muscle.',
                                            'Evidence of abductor muscle pathology in the hip is depicted in the MRI scan.',
                                            'MRI of the hip showcases the pathological state of the abductor muscles.',
                                            'The imaging of the hip by MRI shows signs indicative of abductor pathology.'],
    'MRI photo, hip, soft tissue edema': ['Soft tissue edema evident in MRI of the hip.',
                                          'MRI imaging of the hip shows swelling in the soft tissues.',
                                          'Hip MRI reveals signs of soft tissue edema.',
                                          'Edema of soft tissues observed on hip MRI scan.',
                                          'MRI scan of the hip indicates soft tissue swelling.',
                                          'Evidence of soft tissue edema in the hip region on MRI.',
                                          'Magnetic resonance imaging of the hip displays soft tissue edema.',
                                          'Localized edema in soft tissues detected by MRI of the hip.',
                                          'Swelling of soft tissues in the hip as shown in MRI findings.',
                                          'MRI of the hip demonstrates soft tissue edema presence.'],
    'MRI photo, hip, hematoma': ['Hematoma evident in the hip region on MRI imaging.',
                                 'MRI scan reveals a hematoma located in the hip area.',
                                 'Hip MRI indicates the presence of a hematoma.',
                                 'The image obtained by MRI of the hip shows a hematoma.',
                                 'A hip hematoma is diagnosed through MRI technology.',
                                 'Magnetic Resonance Imaging of the hip discloses hematoma.',
                                 'MRI results display a hematoma in the hip.',
                                 'The MRI of the hip exhibits a hematoma.',
                                 'Detection of a hematoma in the hip from MRI analysis.',
                                 'Hematoma in the hip area as visualized on MRI.'],
    'MRI photo, hip, hamstring pathology': ['Hamstring pathology is evident in the MRI image of the hip.',
                                            'The MRI scan of the hip clearly shows a hamstring pathology.',
                                            'Hamstring disorder detected through hip MRI imaging.',
                                            'Pathological findings in the hamstring observed in the hip MRI.',
                                            'HIP MRI analysis reveals underlying hamstring pathology.',
                                            'The image from the hip MRI demonstrates a pathology in the hamstring.',
                                            'Radiographic evidence of hamstring pathology in the hip MRI.',
                                            'Diagnosis of hamstring pathology from hip MRI imaging.',
                                            'MRI of the hip displays signs of a pathology in the hamstring region.',
                                            'The hip MRI photo indicates a disorder in the hamstring.'],
    'MRI photo, hip, capsular pathology': ['Capsular pathology is evident in the MRI image of the hip..',
                                           'The MRI of the hip reveals signs of capsular pathology..',
                                           'Capsular pathology is displayed in the hip section of the MRI scan..',
                                           'Evidence of capsular pathology in the hip is captured in the MRI photograph..',
                                           'The MRI scan showcases the capsular pathology affecting the hip..',
                                           'In the MRI visual, the hip exhibits capsular pathology..',
                                           'Hip MRI illustrates indications of capsurgical pathology..',
                                           'The capsular pathology in the hip region is highlighted in the MRI image..',
                                           'MRI imaging of the hip highlights the presence of capsular pathology..',
                                           'Pathology of the hip capsule is diagnosed in the MRI scan..'],
    'MRI photo, spine, cord pathology ': ['Cord pathology evident in MRI imaging of the spine.',
                                          'Spinal MRI reveals abnormalities in the cord structure.',
                                          'Pathological changes in the spinal cord detected through MRI.',
                                          'MRI scan of the spine indicates cord pathology.',
                                          'Magnetic Residency Imaging show specific signs of spinal cord pathology.',
                                          'Diagnosis of cord pathology based on spine MRI findings.',
                                          'MRI portrayal of pathological conditions within the spinal cord.',
                                          'Spinal cord abnormalities visualized in MRI examination.',
                                          'MRI diagnostic imaging of spine shows signs of cord pathology.',
                                          'Evidence of spinal cord pathology observed in MRI scan.'],
    'MRI photo, spine, dural epidural abn': ['MRI reveals the presence of a dural epidural abnormality in the spine.',
                                             'Magnetic resonance imaging indicates the detection of an epidural dural abnormality in the spinal region.',
                                             'Spinal MRI scan showcasing an abnormal dural epiduration.',
                                             'MRI of the spine depicts signs of a dural epidural lesion.',
                                             'The MRI examination of the spine shows a manifestation of an abnormality in the dural epidural area.',
                                             'MRI spine imaging displays a dural epidural abnormality evident.',
                                             'The spinal magnetic resonance image reveals a pathology at the dural epidural site.',
                                             'MRI scan results show an abnormality in the epidural dural layer of the spine.',
                                             'Evidence of dural epidural abnormality in the spinal MRI.',
                                             'Detection of a pathological condition in the dural epidural area of the spine through MRI.'],
    'MRI photo, spine, foraminal pathlogy': ['Foraminal pathology evident in the MRI of the spine.',
                                             'Spinal MRI reveals foraminal abnormalities.',
                                             'MRI imaging of the spine showing signs of foraminal pathology.',
                                             'Foraminal pathology is observed in the spinal MRI.',
                                             'Spinal canal imaging indicates foraminal pathology on MRI.',
                                             'MRI scan demonstrating foraminal pathology in the spinal region.',
                                             'Foraminal changes detected in the MRI of the spine.',
                                             'MRI of the spine exhibits foraminal pathology.',
                                             'Pathological foraminal findings in the spinal MRI.',
                                             'Spine MRI scan illustrating pathology in the foraminal areas.'],
    'MRI photo, spine, disc pathology': ['Disc pathology evident in MRI imaging of the spine.',
                                         'MRI scan reveals disc pathology in the spinal region.',
                                         'Spinal MRI indicating presence of disc pathology.',
                                         'Disc pathology diagnosed in spinal MRI.',
                                         'MRI of the spine shows signs of disc pathology.',
                                         'Pathology of the disc detected in spinal MRI examination.',
                                         'Spinal disc pathology is highlighted in MRI results.',
                                         'The MRI of the spine confirms disc pathology.',
                                         'Radiological assessment of the spine MRI indicates disc pathology.',
                                         'Disc pathology is the focal finding in the spine MRI.'],
    'MRI photo, spine, facet arthropathy': ['Facet arthropathy is displayed in this MRI image of the spine..',
                                            'This spinal MRI scan shows signs of facet arthropathy..',
                                            'The MRI illustrates degenerative changes consistent with facet arthropathy in the vertebral region..',
                                            'Evidence of facet arthropathy is visible in the vertebral joints on this MRI..',
                                            'Facet joint degeneration, evident in the spine, is captured in this MRI..',
                                            'This MRI of the spinal column reveals the characteristic features of facet arthropathy..',
                                            'MRI diagnostic imaging of the spine showing facet joint arthritis..',
                                            'The facet joints in the spine exhibit arthritic changes in this MRI scan..',
                                            'An MRI scan of the spine highlighting the degeneration typical of facet arthropathy..',
                                            'Facet joint syndrome is diagnosed in the spine through this MRI image..'],
    'MRI photo, spine, cystic lesions': ['Cystic lesions identified on MRI imaging of the spine.',
                                         'MRI scan revealing cystic formations in the spinal area.',
                                         'Spinal MRI presenting with cyst-like lesions.',
                                         'The spinal MRI depicts multiple cystic abnormalities.',
                                         'Cystic anomalies are visible on the spinal MRI scan.',
                                         'MRI of the spine shows the presence of cystic structures.',
                                         'Spinal cystic lesions documented on magnetic resonance imaging.',
                                         'Image from MRI demonstrating cystic lesions along the spine.',
                                         'Magnetic resonance imaging of the spine indicates cystic formations.',
                                         'Cystic changes in the spine observed through MRI technology.'],
    'MRI photo, spine, osseous abn': ['Osseous abnormalities detected in the MRI of the spine.',
                                      'Spinal MRI revealing bony abnormalities.',
                                      'MRI scan of the spine shows osseous abnormalities.',
                                      'Evidence of bone abnormalities in spine based on MRI imaging.',
                                      'MRI examination indicates osseous anomalies in the spinal structure.',
                                      'Bone irregularities in the spine observed through MRI.',
                                      'MRI of the spine presenting with osseous abnormalities.',
                                      'Spinal bone abnormalities are apparent in MRI findings.',
                                      'Osseous abnormalities are identified in the spinal MRI scan.',
                                      'MRI evidence of abnormal bone structures in the spine.'],
    'MRI photo, spine, scoliosis': ['Image depicts scoliosis on an MRI of the spine.',
                                    'MRI scan showing spinal curvature consistent with scoliosis.',
                                    'Scoliosis is evident in this magnetic resonance image of the spine.',
                                    'Spinal MRI reveals the abnormalities of scoliosis.',
                                    'The MRI of the spinal column demonstrates signs of scoliosis.',
                                    'This MRI image presents a clear depiction of scoliosis affecting the spine.',
                                    'Scoliotic curvature identified on spinal MRI examination.',
                                    'MRI of the spine illustrating characteristic features of scoliotic deformation.',
                                    'Diagnostic MRI showing the spinal disorder known as scoliosis.',
                                    'Spinal scoliosis is visible in this magnetic resonance imaging scan.'],
    'MRI photo, brain, chronic infarct': ['Chronic infarct evidenced in brain MRI imaging..',
                                          'Brain MRI scan depicting signs of a chronic infarct..',
                                          'Chronic cerebral infarction observed on magnetic resonance imaging of the brain..',
                                          'Magnetic resonance image reveals areas of chronic infarction within the brain..',
                                          'Diagnostic MRI of the brain showing chronic infarct pathology..',
                                          'Brain scan via MRI indicating a sustained chronic infarct..',
                                          'Chronic brain infarct visualized in the MRI study..',
                                          'The MRI brain scan displays chronic infarction features..',
                                          'Chronic infarction identified in the cerebral region on MRI..',
                                          'Image of the brain by MRI illustrating chronic infarct..'],
    'MRI photo, brain, white matter changes': ['White matter alterations observable on brain MRI imaging.',
                                               'MRI scan of the brain reveals changes in white matter.',
                                               'Brain MRI indicates alterations in white designed brain tissue.',
                                               'Evidence of white changes on magnetic resonance imaging of the registration.',
                                               'White matter abnormalities detected in cerebral MRI examination.',
                                               'Magnetic resonance brain scan highlights white matter transformations.',
                                               'Alterations in cerebral white matter evident on MRI scan.',
                                               'Brain MRI scan showing change in the composition of the white substance.',
                                               'MRI analysis of the brain uncovers modifications in the white matter.',
                                               'Brain MRI reveals morphological changes in the substance white matter.'],
    'MRI photo, brain, focal flair hyper': ['Focal FLAIR hyperintensity observed in the brain MRI image.',
                                            'The brain MRI reveals a region of focal FLAIR hyperintensity.',
                                            'MRI brain scan displaying focal hyperintense FLAIR signal.',
                                            'Brain MRI indicating a hyperintense FLAIR focal area.',
                                            'Hyperintense focal area on FLAIR MRI of the brain.',
                                            'MRI of the brain shows focal hyperintensity on FLAIR imaging.',
                                            'Localized hyperintense FLAIR signal in the brain as seen on MRI.',
                                            'Focal FLAIR hyperintensity in the cerebral region on MRI.',
                                            'Brain MRI exhibits a localized hyperintense FLAIR signal.',
                                            'Focal hyperintensity in FLAIR MRI of the brain detected.'],
    'MRI photo, brain, arteriovenous anomaly': ['Arteriovenous anomaly depicted in the MRI of the brain.',
                                                'The MRI image demonstrates an arteriovenous anomaly within the cerebral structure.',
                                                'Brain MRI revealing the presence of an arteriovenous anomaly.',
                                                'The cerebral scan by MRI shows an arteriovenous anomaly.',
                                                'Brain arteriovenous anomaly is evident in the MRI scan.',
                                                'MRI examination of the brain exhibits an arteriovenous anomaly.',
                                                'The neuroimaging by MRI indicates a brain arteriovenous anomaly.',
                                                'Arteriovenous anomaly in the brain as visualized on MRI.',
                                                'MRI of the brain displays an arteriovenous anomaly.',
                                                'An arteriovenous anomaly is identified in the brain by MRI imaging.'],
    'MRI photo, brain, edema': ['MRI imaging reveals cerebral edema.',
                                'Brain MRI scan indicates swelling consistent with edemia.',
                                'The image from the MRI demonstrates an accumulation of fluid in the brain tissues indicating edema.',
                                'MRI results show an increased interstitial fluid in the brain, characteristic of edema.',
                                'Edema is apparent in the brain based on the recent MRI examination.',
                                'Brain swelling diagnosed as edema on magnetic resonance imaging.',
                                'The MRI scan presents an engorgement in brain tissue, a sign of edema.',
                                'Indications of fluid buildup in the brain, as seen in the MRI, suggest edema.',
                                'The brain MRI reveals characteristics typical of edema.',
                                'Fluid retention in cerebral tissues, indicative of edema, is visible in the MRI scan..'],
    'MRI photo, brain, acute infarct': ['Acute infarct displayed in the MRI image of the brain.',
                                        'MRI imaging reveals an acute infarct in cerebral tissue.',
                                        'Brain MRI showing signs of acute cerebral infarction.',
                                        'MRI scan of the brain illustrating acute ischemic stroke.',
                                        'Acute cerebral infarct apparent on brain MRI.',
                                        'Magnetic resonance image of the brain with evidence of an acute infarction.',
                                        'MRI brain scan demonstrating an acute stroke in cerebral regions.',
                                        'Acute infarct detected in the brain via MRI technology.',
                                        'Brain MRI scan indicating acute ischemic damage.',
                                        'MRI of the brain exhibiting an acute neurologic infarct.'],
    'MRI photo, brain, extra': ['MRI image reveals extraneous tissue within the brain.',
                                'Brain MRI demonstrates presence of an extraneous structure.',
                                'The condition of extraneity is evident within the cerebral structure on MRI.',
                                'Magnetic Reservoir Imaging indicates abnormal extraneous tissue in the brain.',
                                'Extraneous brain matter detected in the MRI scan.',
                                'MRI of the brain shows the anomalous presence of extraneous tissue.',
                                'Abnormal tissue presence in the brain discerned through MRI.',
                                'Brain tissue exhibiting extraneous elements visualized in MRI findings.',
                                'MRI captured brain images indicating the presence of extraneous material.',
                                'The brain MRI highlights an extraneous tissue condition.'],
    'MRI photo, brain, intra': ['MRI image showing intracranial abnormality in the brain.',
                                'Brain MRI demonstrating features suggestive of intracranial pathology.',
                                'Magnetic Resonance Imaging scan of the brain, indicating the presence of intra-axial lesions.',
                                'MRI brain scan revealing the hallmarks of intracranial disease.',
                                'MRI scan of brain with evidence of intracranial disorder.',
                                'Medical MRI imaging of the brain exhibiting intra-axial anomalies.',
                                'Brain-focused MRI depicts signs of intracranial involvement.',
                                'MRI diagnostic image of the brain, with intra-axial abnormalities apparent.',
                                'Intracranial pathological findings presented in a brain MRI.',
                                'MRI cerebral scan presenting features consistent with intracranial pathology.'],
    'MRI photo, brain, pituatary lesion': ['Pituitary lesion depicted in MRI imaging of the brain.',
                                           'Brain MRI revealing a lesion in the pituitary gland.',
                                           'Magnetic resonance image showing pituitary gland lesion in the brain.',
                                           'MRI scan of the brain displays a pituitary anomaly.',
                                           'Lesion on the pituitary observed in brain MRI.',
                                           'MRI results indicate a pituitary lesion within the cerebral area.',
                                           'Pituitary gland lesion identified on brain MRI scan.',
                                           'Diagnostic MRI of the brain showing pituitary lesion.',
                                           'Brain’s pituitary gland lesion visualized through MRI.',
                                           'MRI of the brain highlights a lesion in the pituitary region.'],
    'MRI photo, mriabd, liver disease ': ['MRI image showing signs of hepatic pathology.',
                                          'Magnetic resonance image depicting liver abnormality.',
                                          'Liver condition diagnosed through MRI imaging.',
                                          'Hepatic disease evident in MRI results.',
                                          'MRI scan identifies liver disorder.',
                                          'Magnetic resonance imaging of the liver exhibits disease.',
                                          'Liver disease highlighted in MRI scan.',
                                          'MRI diagnostic imaging indicating liver pathology.',
                                          'Chronic liver disease visualized in MRI photography.',
                                          'MRI captures hepatic ailment in abdominal region.'],
    'MRI photo, mriabd, adrenal pathology': ['Adrenal pathology is evident in the MRI photo of the abdomen..',
                                             'The MRI image shows a clear indication of pathology in the adrenal gland..',
                                             'Pathological signs in the adrenal region are highlighted in the abdominal MRI scan..',
                                             'The MRI scan of the abdomen reveals abnormalities in the adrenal gland..',
                                             'An adrenal gland disorder is diagnosed from the abdominal MRI image..',
                                             'Evidence of adrenal pathology is observed in the MRI of the abdomen..',
                                             'The abdominal MRI photograph depicts an adrenal anomaly..',
                                             'Adrenal abnormalities are detected in this MRI image of the abdomen..',
                                             'There is a sign of pathology in the adrenal area on the MRI..',
                                             'The MRI of the abdominal region shows a pathology in the adrenal gland..'],
    'MRI photo, mriabd, arterial pathology': ['Arterial pathology depicted in the MRI image of the abdomen.',
                                              'MRI scan demonstrating abdominal arterial abnormality.',
                                              'Abdominal arterial disease visible in MRI imaging.',
                                              'Pathological changes in abdominal arteries revealed by MRI technique.',
                                              'Visualization of arterial disorder within the abdomen by magnetic resonance imaging.',
                                              'MRI evidence of pathological arterial alterations in the abdomen.',
                                              'Abdominal MRI scan showing signs of arterial pathology.',
                                              'Diagnosis of arterial pathology in the abdomen based on MRI findings.',
                                              'Magnetic resonance image illustrating abnormal arterial conditions in the abdomen.',
                                              'Insight into arterial health of the abdomen through MRI imaging.'],
    'MRI photo, mriabd, ascites': ['MRI image showing ascites in the abdominal cavity.',
                                   'Abdominal MRI revealing fluid accumulation indicative of ascites.',
                                   'Ascites characterized by excess fluid in the peritoneal cavity on MRI.',
                                   'MRI of the abdomen displaying signs of ascites.',
                                   'Ascitic fluid visible in an MRI targeted at the abdomen.',
                                   'Diagnosis of ascites evident from abdominal MRI imaging.',
                                   'MRI diagnostic image of the abdominal region, identifying ascites.',
                                   'MRI scan of the abdomen depicting the presence of ascites.',
                                   'MRI abdominal scan showing the pathological condition of ascites.',
                                   'Clinical MRI assessment revealing ascitic fluid in the abdominal area.'],
    'MRI photo, mriabd, ovarian pathology': ['MRI image showing ovarian pathology in the abdomen.',
                                             'Abdominal MRI scan depicting pathology of the ovaries.',
                                             'Ovarian abnormality detected in abdominal MRI imaging.',
                                             'Imaging of the abdomen reveals ovarian pathology on MRI.',
                                             'MRI scan of the abdomen indicates ovarian disease.',
                                             'Magnetic Resonance Imaging of the abdomen identifies pathology in the ovaries.',
                                             'Diagnosis of ovarian pathology evident in MRI abdominal scan.',
                                             'MRI results show ovarian disorder in the abdominal region.',
                                             'Abdominal MRI highlights pathological condition of the ovaries.',
                                             'MRI diagnostic image of abdominal area showing ovarian pathology.'],
    'MRI photo, mriabd, intraperitoneal mass': ['Intraperitoneal mass evident in MRI abdominal imaging.',
                                                'MRI of the abdomen reveals an intraperitoneal mass.',
                                                'Abdominal MRI showing presence of an intraperitoneal mass.',
                                                'MRI scan identifies an intraperitoneal mass within the abdominal cavity.',
                                                'Diagnosis of intraperitoneal mass detected on abdominal MRI.',
                                                'Imaging by abdominal MRI indicates a mass in the intraperitoneal region.',
                                                'Abdominal MRI confirms the existence of an intraperitoneal mass.',
                                                'MRI abdominal scan presents evidence of an intraperitoneal mass.',
                                                'Mass located in the intraperitoneal area as observed in the MRI of the abdomen.',
                                                'Intraperitoneal mass visualized on magnetic resonance imaging of the abdomen.'],
    'MRI photo, mriabd, bil dil': ['MRI scan showing biliary dilatation in the abdomen.',
                                   'Abdominal MRI image indicates dilated biliary structures.',
                                   'MRI of the abdomen reveals biliary duct dilatation.',
                                   'MRI visualization of dilated bile ducts in the abdominal region.',
                                   'Abdominal MRI depicts biliary tree dilatation.',
                                   'MRI examination of the abdomen showing enlargement of bile ducts.',
                                   'The MRI of abdominal area shows expanded biliary channels.',
                                   'Dilated bile ducts are evident from the abdominal MRI scan.',
                                   'MRI imaging of the abdomen displays widened biliary ducts.',
                                   'The MRI results indicate a biliary dilatation in the abdominal cavity.'],
    'MRI photo, mriabd, liver lesion': ['MRI imaging reveals a lesion on the liver.',
                                        'Liver lesion identified on MRI abdominal scan.',
                                        'The liver exhibits a lesion as shown in the MRI imaging.',
                                        'Evidence of a hepatic lesion visible on the MRI.',
                                        'MRI of the abdomen displays a lesion within the liver tissue.',
                                        'Lesion detected in liver during MRI examination.',
                                        'Abdominal MRI reveals hepatic lesion.',
                                        'MRI scan indicates the presence of a liver lesion.',
                                        'Lesion present in the liver as evidenced by MRI imaging.',
                                        'MRI abdominal study shows a lesion localized to the liver.'],
    'MRI photo, mriabd, bladder pathology': ['Bladder pathology depicted in MRI abdomen imaging.',
                                             'MRI abdomen shows abnormal bladder findings.',
                                             'Bladder anomaly visible on MRI abdomen examination.',
                                             'MRI abdomen imaging reveals bladder pathology.',
                                             'Pathological MRI findings in the bladder region.',
                                             'MRI reveals disease evidence within the bladder.',
                                             'Abdominal MRI scanning displays bladder pathology.',
                                             'Diagnostic MRI of abdomen identifying bladder condition.',
                                             'Bladder disorder evident in MRI abdominal scan.',
                                             'MRI abdominal image presenting pathology of the bladder.'],
    'MRI photo, mriabd, bowel abnormality': ['Abnormality in bowel structure as depicted in an MRI of the abdomen.',
                                             'MRI image showing deformity in the intestinal tract.',
                                             'Anomalous MRI findings of the abdominal bowel.',
                                             'MRI of the abdomen reveals an irregular bowel.',
                                             'Bowel irregularity observed in abdominal MRI scan.',
                                             'MRI results displaying abnormalities within the abdominal intestinal area.',
                                             'Diagnostic MRI indicating disruption in bowel morphology.',
                                             'Abdominal MRI demonstrating atypical features of the bowel.',
                                             'Illustrative MRI scan identifying bowel inconsistency in the abdomen.',
                                             'Abdominal bowel depicted with irregularities in MRI photography.'],
    'MRI photo, mriabd, bowel inflammation': ['MRI image depicting inflammation of the bowel.',
                                              'Magnetic resonance imaging scan showing inflamed intestinal regions.',
                                              'MRI diagnostic visual of bowel inflammation.',
                                              'MRI imaging illustrates inflammation within the bowel area.',
                                              'Magnetic resonance image capturing signs of bowel inflammation.',
                                              'MRI examination reveals inflamed bowels.',
                                              'MR imaging presentation of inflammation in bowel tissues.',
                                              'Scan by MRI indicating inflamed bowel condition.',
                                              'MRI scan image displays bowel inflammation.',
                                              'Clinical MRI visualization of inflamed gastrointestinal tract.'],
    'MRI photo, mriabd, bowel mass': ['MRI image displaying a mass in the abdominal bowel region..',
                                      'Abdominal MRI scan reveals a mass within the bowel..',
                                      'MRI abdominal scan showing the presence of a bowel mass..',
                                      'The MRI of the abdomen detects a mass located in the intestinal area..',
                                      'The abdominal region on this MRI presents a bowel-associated mass..',
                                      'MRI examination of the abdomen indicates a mass in the bowel..',
                                      'Diagnostic MRI imaging of the abdomen identifies a bowel mass..',
                                      'Mass observed in the bowel area on the abdominal MRI..',
                                      'MRI results indicate a presentation of mass in the bowel of the abdomen..',
                                      'The image from the MRI shows a mass situated in the bowel..'],
    'MRI photo, mriabd, degenerative changes': ['Degenerative changes are evident in the MRI of the abdomen.',
                                                'The MRI scan of the abdomen shows signs of degeneration.',
                                                'Abdominal MRI revealing degenerative alterations.',
                                                'The MRI abdominal image indicates degenerative changes.',
                                                'Degenerative processes are observable in the abdominal MRI.',
                                                'Signs of degeneration are present in the MRI image of the abdomen.',
                                                'The abdominal MRI exhibits changes due to degeneration.',
                                                'Degenerative tissue changes detected in the abdominal MRI.',
                                                'MRI of the abdomen displays degenerative conditions.',
                                                'The MRI scan of the abdomen reveals degenerative modifications.'],
    'MRI photo, mriabd, dilated urinary tract': ['MRI image showing dilation of the urinary tract.',
                                                 'MRI scan reveals an expanded urinary tract.',
                                                 'Dilated urinary tract evident on MRI imaging.',
                                                 'MRI of the abdomen indicating urinary tract dilation.',
                                                 'Urinary tract dilation visualized in MRI examination.',
                                                 'Evidence of urinary tract expansion in MRI analysis.',
                                                 'MRI diagnostic image displaying a widened urinary tract.',
                                                 'MRI results confirm a distended urinary tract.',
                                                 'Dilation in the urinary tract detected by MRI.',
                                                 'MRI portrayal of an enlarged urinary tract.'],
    'MRI photo, mriabd, enlarged organ': ['MRI image reveals organomegaly in the abdominal region.',
                                          'Abdominal MRI scan showing enlargement of an organ.',
                                          'The organ appears enlarged in the MRI of the abdomen.',
                                          'MRI diagnostic imaging confirms increased organ size in the abdomen.',
                                          'The MRI scan of the abdomen illustrates organ hypertrophy.',
                                          'Abdominal organ enlargement visualized on MRI.',
                                          'MRI imaging of the abdomen demonstrates an increased size of the organ.',
                                          'The MRI results indicate a swollen organ within the abdominal cavity.',
                                          'Enhanced organ size evident on abdominal MRI.',
                                          'Organ enlargement detected in abdominal MRI imaging.'],
    'MRI photo, mriabd, gallbladder pathology': ['MRI image depicting gallbladder pathology in the abdominal region.',
                                                 'Abdominal MRI revealing pathological changes in the gallbladder.',
                                                 'Gallbladder abnormalities are evident in this MRI of the abdomen.',
                                                 'Pathological MRI findings located in the gallbladder.',
                                                 'MRI scan of the abdomen showing gallbladder disease.',
                                                 'The MRI results indicate a gallbladder pathology.',
                                                 'Diagnostic MRI of abdomen highlights gallbladder pathology.',
                                                 'Abdominal MRI scan reveals a diseased gallbladder.',
                                                 'MRI examination of the abdomen displays gallbladder pathology.',
                                                 'Gallbladder condition diagnosed through abdominal MRI imaging.'],
    'MRI photo, mriabd, renal lesion': ['Renal lesion is evident in the MRI of the abdomen.',
                                        'The MRI imaging of the abdomen shows a lesion in the kidney.',
                                        'Abdominal MRI scan reveals a renal lesion.',
                                        'Lesion on the kidney detected through MRI imaging of the abdomen.',
                                        'The MRI scan of the abdomen highlights a kidney lesion.',
                                        'Kidney lesion apparent on the abdominal MRI photograph.',
                                        'The abdominal MRI shows evidence of a renal lesion.',
                                        'A lesion in the renal region is identified in the abdominal MRI scan.',
                                        'Kidney affected by lesion visible in the MRI of the abdomen.',
                                        'Renal lesion discernible in MRI imaging of the abdomen.'],
    'MRI photo, mriabd, uterine pathology': ['MRI photo reveals a uterine pathology in the abdominal scan.',
                                             'Uterine pathology detected in MRI of the abdomen.',
                                             'Abdominal MRI indicates the presence of a uterine pathology.',
                                             'The MRI abdominal image shows signs of uterine pathology.',
                                             'Identification of uterine pathology on the MRI of the abdomen.',
                                             'Uterine pathology is the finding in the abdominal MRI image.',
                                             'MRI image of the abdomen reveals uterine pathology.',
                                             'Abdominal MRI scan displaying uterine pathology.',
                                             'Evidence of uterine pathology in MRI imaging of the abdomen.',
                                             'MRI abdominal scan confirms the presence of uterine pathology.'],
    'MRI photo, mriabd, marrow abn': ['MRI depicts abnormal marrow in the abdomen..',
                                      'Abdominal MRI showing marrow abnormalities..',
                                      'MRI of the abdomen reveals an abnormality in the marrow..',
                                      'Abnormal marrow is evident in the abdominal MRI..',
                                      'MRI abdominal scan indicates a marrow disorder..',
                                      'The MRI image illustrates an aberration in the abdominal marrow..',
                                      'Abdominal marrow abnormalities are highlighted by this MRI scan..',
                                      'The MRI of the abdomen shows irregular marrow..',
                                      'Marrow irregularities present in the MRI of the abdomen..',
                                      'An MRI scan of the abdomen identifies an abnormal marrow condition..'],
    'MRI photo, mriabd, osseous neoplasm': ['Osseous neoplasm identified in MRI of the abdomen.',
                                            'MRI abdominal imaging reveals bone tumor.',
                                            'Bone tumor detected on abdominal MRI.',
                                            'Abdominal MRI scan shows evidence of an osseous neoplasm.',
                                            'Diagnostic MRI of the abdomen indicating an osseous neoplasm.',
                                            'MRI of the abdomen demonstrates presence of a bone tumor.',
                                            'Abdominal MRI findings consistent with osseous neoplasm.',
                                            'Evidence of bone tumor in MRI abdominal scan.',
                                            'MRI imaging of abdomen reveals osseous tumor.',
                                            'Abdominal MRI results suggest a diagnosis of osseous neoplasm.'],
    'MRI photo, mriabd, pancreatic lesion': ['MRI image depicting a lesion in the pancreas.',
                                             'Pancreatic lesion visualized on MRI abdominal scan.',
                                             'Abdominal MRI revealing a pancreatic lesion.',
                                             'MRI scan of the abdomen shows a lesion in the pancreas.',
                                             'Pancreatic lesion identified in MRI imaging of the abdomen.',
                                             'Lesion in the pancreas detected by MRI of the abdominal region.',
                                             'MRI abdominal image displaying a pancreatic lesion.',
                                             'Diagnostic MRI of the abdomen highlights a pancreatic lesion.',
                                             'Pancreatic lesion evident in the MRI of the abdomen.',
                                             'MRI study of the abdomen illustrates a lesion within the pancreas.'],
    'MRI photo, mriabd, prostate lesion': ['Prostate lesion depicted in MRI abdominal imaging..',
                                           'Abdominal MRI reveals a lesion in the prostate..',
                                           'Lesion in the prostate shown on MRI abdominal scan..',
                                           'Prostatic lesion identified on magnetic resonance imaging of the abdomen..',
                                           'MRI of the abdomen displays a prostate lesion..',
                                           'Abdominal MRI imaging illustrates a lesion within the prostate..',
                                           'Prostate lesion visualized in abdominal MRI scan..',
                                           'MRI of the abdomen captures an abnormal lesion in the prostate..',
                                           'Lesion located in the prostate as seen in abdominal MRI..',
                                           'Abdominal magnetic resonance imaging shows prostate lesion..'],
    'MRI photo, mriabd, soft tissue collection': ['Soft tissue collection identified in MRI of the abdomen.',
                                                  'Abdominal MRI reveals a collection of soft tissue.',
                                                  'MRI examination of the abdomen shows soft tissue accumulation.',
                                                  'Evidence of soft tissue collection found on abdominal MRI.',
                                                  'Abdominal MRI imaging displays a gathered mass of soft tissues.',
                                                  'Soft tissue agglomeration observed in MRI focused on the abdomen.',
                                                  'Diagnostic MRI of the abdomen indicates the presence of soft tissue collection.',
                                                  'Localized soft tissue cluster detected in abdominal MRI.',
                                                  'MRI abdominal scan delineates soft tissue collection.',
                                                  'MRI visualizes a soft tissue conglomerate in the abdominal region.'],
    'MRI photo, mriabd, soft tissue mass': ['Soft tissue mass observed in abdominal MRI imaging.',
                                            'MRI scan of the abdomen reveals a soft tissue mass.',
                                            'Abdominal MRI indicates the presence of a soft tissue mass.',
                                            'Magnetic Resonance Imaging of the abdomen showing a soft tissue mass.',
                                            'Soft tissue mass detected on MRI in the abdominal region.',
                                            'MRI of the abdomen displays a soft tissue lesion.',
                                            'Identification of a soft tissue mass in the abdominal MRI.',
                                            'MRI diagnostic of the abdomen shows soft tissue neoplasm.',
                                            'Soft tissue tumor visualized in MRI of the abdomen.',
                                            'MRI abdominal examination reveals a mass in soft tissue.'],
    'MRI photo, mriabd, splenic lesion': ['Splenic lesion evident on MRI abdominal image.',
                                          'MRI of the abdomen reveals a lesion in the spleen.',
                                          'Abdominal MRI scan showing splenic lesion.',
                                          'Lesion located in the spleen, identified by abdominal MRI.',
                                          'Splenic abnormality detected in MRI of the abdomen.',
                                          'MRI imaging of the abdomen displays a splenic lesion.',
                                          'Anomaly in spleen observed through MRI of the abdomen.',
                                          'Splenic lesion visualized on the abdominal MRI scan.',
                                          'Magnetic Resonance Imaging of the abdomen shows splenic lesion.',
                                          'Splenic lesion identified in an MRI scan of the abdomen.'],
    'CT scan, abd, gallstone': ['Gallstone identified on abdominal CT scan.',
                                'CT imaging of the abdomen reveals presence of a gallstone.',
                                'Cholelithiasis diagnosed via computed tomography of the abdomen.',
                                'Computed tomography of the abdomen displays a gallstone.',
                                'Abdominal CT scan shows evidence of gallstone formation.',
                                'Gallstone detection on CT scan in the abdominal region.',
                                'CT scan demonstrating a gallstone within the abdomen.',
                                'Abdominal computed tomography scan confirms gallstone presence.',
                                'CT scan of the abdomen highlights cholelithiasis.',
                                'Gallstone visible on abdominal CT imaging.'],
    'CT scan, abd, prostate lesion': ['Prostate lesion identified in CT imaging of the abdomen.',
                                      'CT abdominal scan shows a lesion in the prostate.',
                                      'Lesion located in the prostate gland, detected via CT scan of the abdomen.',
                                      'Prostate lesion is visible on the CT scan of the abdominal region.',
                                      'Computed tomography of the abdomen reveals prostate lesion.',
                                      'Abdominal CT scan indicates the presence of a prostate lesion.',
                                      'Prostate gland lesion detected on abdominal CT imaging.',
                                      'Lesion in the prostate observed through abdominal CT scan.',
                                      'CT imaging of the abdomen discloses a lesion within the prostate.',
                                      'Prostate lesion evident from CT examination of the abdomen.'],
    'CT scan, abd, abnormal entire organ': ['The entire organ shows abnormalities on the CT scan of the abdomen..',
                                            'Abdominal CT scan reveals diffuse organ abnormalities..',
                                            'Diffuse anomalies are evident throughout the organ on the abdominal CT scan..',
                                            'The CT scan of the abdomen highlights generalized irregularities in the organ..',
                                            'Widespread abnormal findings in the organ are displayed on the abdominal CT scan..',
                                            'The abdominal CT scan exhibits pervasive abnormality across the organ..',
                                            'Generalized abnormalities are detected in the organ on the CT scan of the abdomen..',
                                            'The CT scan presents extensive abnormalities throughout the entire abdomen organ..',
                                            'Diffusely abnormal organ is identified in the abdominal CT scan..',
                                            'Abdominal CT imaging shows an organ with widespread abnormal features..'],
    'CT scan, abd, pancreatic lesion': ['Pancreatic lesion identified using CT imaging of the abdomen.',
                                        'Abdominal CT scan reveals a lesion in the pancreas.',
                                        'CT imaging of the abdominal region shows a pancreatic lesion.',
                                        'Pancreas lesion detected on abdominal CT scan.',
                                        'CT scan of the abdomen discloses a lesion within the pancreas.',
                                        'Abdominal CT scan diagnosis of pancreatic lesion.',
                                        'Lesion in the pancreas evident from the abdominal CT scan.',
                                        'CT scan targeting the abdomen indicates a lesion in the pancreas.',
                                        'Pancreatic lesion apparent on imaging with abdominal CT scan.',
                                        'Pancreas with lesion detected during an abdominal CT scan examination.'],
    'CT scan, abd, bil dil': ['CT imaging reveals biliary dilation involving the abdomen.',
                              'Abdominal CT scan indicates dilated bile ducts.',
                              'Dilated biliary structures are evident on the abdominal CT.',
                              'CT scan of the abdomen shows evidence of bile duct dilation.',
                              'The CT image identifies dilation within the biliary system of the abdomen.',
                              'Abdominal computed tomography demonstrates increased bile duct caliber.',
                              'Biliary tract dilation is present on the abdominal CT scan.',
                              'Computed tomography of the abdomen reveals biliary dilatation.',
                              'Bile duct enlargement detected by abdominal CT scan.',
                              'The CT examination of the abdomen displays dilated bile ducts.'],
    'CT scan, abd, dilated urinary tract': ['CT imaging shows dilation of the urinary tract..',
                                            'Dilated urinary tract evident on computed tomography of the abdomen..',
                                            'Abdominal CT scan revealing urinary tract dilation..',
                                            'Computed tomography of the abdomen indicates a dilated urinary tract..',
                                            'Urinary tract dilation diagnosed via abdominal CT scan..',
                                            'CT scan of the abdomen displays urinary tract dilation..',
                                            'Dilation of the urinary tract observed in abdominal CT imaging..',
                                            'Abdominal computed tomography confirms dilated urinary tract..',
                                            'Urinary tract dilation is apparent on the CT scan of the abdomen..',
                                            'CT examination of the abdomen demonstrates dilation in the urinary tract..'],
    'CT scan, abd, urolithiasis': ['Urolithiasis identified in the abdominal CT scan.',
                                   'Calcium stone formations evident on CT of the abdomen.',
                                   'Abdominal CT reveals presence of renal calculi.',
                                   'CT imaging of the abdomen shows urolithiasis.',
                                   'Analysis of abdominal CT scan indicates kidney stones.',
                                   'Stone disease of the urinary tract detected by abdominal CT.',
                                   'Abdominal CT scan diagnosis of urolithiasis.',
                                   'Renal stones visualized in the abdominal computed tomography.',
                                   'Computed tomography of the abdomen displays calcifications consistent with stones.',
                                   'Detection of urinary stones in abdominal CT imaging.'],
    'CT scan, abd, bowel abnormality': ['A computed tomography scan revealing an abnormality in the abdominal bowel.',
                                        'Abdominal bowel irregularity identified on a CT scan.',
                                        'CT image displays unusual bowel features within the abdomen.',
                                        'The abdominal CT scan demonstrates atypical bowel characteristics.',
                                        'Diagnostic CT scan detects anomaly in the bowel structure of abdomen.',
                                        'Bowel inconsistency noted on abdominal computed tomography.',
                                        'Computed tomography of the abdomen shows bowel irregularities.',
                                        'Abdominal imaging via CT scan identifies bowel abnormality.',
                                        'Atypical findings in the bowel region on the abdominal CT scan.',
                                        'CT scan of the abdomen reveals unusual bowel condition.'],
    'CT scan, abd, bowel inflammation': ['Bowel inflammation depicted on abdominal CT imaging.',
                                         'CT imaging reveals inflammation in the intestinal tract.',
                                         'Inflamed bowel segments shown in the CT scan of the abdomen.',
                                         'Abdominal CT scan indicates inflamed bowel condition.',
                                         'CT scan of the abdomen highlighting inflammatory changes in the bowels.',
                                         'Inflammatory bowel disease demonstrated on computed tomography of the abdomen.',
                                         'Computed tomography of the abdomen showing signs of bowel inflammation.',
                                         'Abdominal CT scan presenting inflamed areas within the bowel.',
                                         'The abdominal CT scan clearly shows inflammation in the bowels.',
                                         'Inflammation of the bowel as visualized on abdominal CT scan.'],
    'CT scan, abd, osseous neoplasm': ['Osseous neoplasm identified in abdominal CT imaging.',
                                       'CT imaging reveals a bone tumor in the abdomen.',
                                       'Abdominal CT scan demonstrates presence of a skeletal neoplasm.',
                                       'Bone-derived tumor detected in the abdomen by CT scan.',
                                       'CT scan of the abdomen shows evidence of osseous neoplasm.',
                                       'Osseous tumor located in the abdominal region as seen on CT.',
                                       'Computed tomography of the abdomen indicates an osseous neoplasm.',
                                       'Abdominal region CT scan confirms the diagnosis of a bone tumor.',
                                       'Evidence of a bone-originating tumor in abdominal CT.',
                                       'Abdominal CT imaging diagnosis of skeletal neoplasm.'],
    'CT scan, abd, liver lesion': ['Liver lesion identified in CT scan of the abdomen.',
                                   'CT abdominal imaging shows a lesion in the liver.',
                                   'Lesion detected on liver via CT scanning of the abdominal area.',
                                   'CT scan reveals hepatic lesion.',
                                   'Abdominal CT scan depicts abnormality in the liver tissue.',
                                   'Computed tomography of the abdomen displays a hepatic lesion.',
                                   'Liver abnormality observed on abdominal CT scan.',
                                   'Abdominal computed tomography demonstrates lesion in liver.',
                                   'Liver lesion apparent in abdominal CT imaging.',
                                   'Hepatic lesion visualized on CT scan of the abdomen.'],
    'CT scan, abd, renal lesion': ['Renal lesion identified on abdominal CT scan..',
                                   'CT imaging reveals a lesion in the kidney..',
                                   'Abdominal computed tomography scan showing a renal lesion..',
                                   'Lesion located in the renal area detected by CT scan..',
                                   'Computed tomography of the abdomen displays a kidney lesion..',
                                   'Kidney lesion apparent on CT scan of the abdomen..',
                                   'Renal region lesion visualized on CT imaging..',
                                   'Abdominal CT scan diagnoses lesion in renal tissue..',
                                   'Renal lesion evident from abdominal computed tomography..',
                                   'CT abdominal scan detects lesion in the kidney area..'],
    'CT scan, abd, post op': ['Post-operative changes observed in abdominal CT imaging.',
                              'CT imaging of the abdomen reflecting post-surgical alterations.',
                              'Post-surgical state of the abdomen visualized through CT scan.',
                              'CT scan depicting modifications in the abdomen post operation.',
                              'Abdominal region post-operation as seen on computed tomography.',
                              'Computed tomography scan showing abdominal changes after surgery.',
                              'Assessment of post-operative abdomen via CT scan.',
                              'Evaluation of abdominal surgery outcomes using CT imaging.',
                              'Computed tomography revealing abdominal post-operative transformations.',
                              'CT scan analysis of post-surgical abdominal region.'],
    'CT scan, abd, uterine pathology': ['CT imaging reveals pathology of the uterus..',
                                        'Computed tomography scan identifies uterine abnormalities..',
                                        'Uterine pathology is evident from the CT scan data..',
                                        'The uterine condition is diagnosed using CT imaging..',
                                        'Pathological findings in the uterus are captured on the CT scan..',
                                        'CT scan demonstrates abnormalities within the uterine structure..',
                                        'Diagnostic CT reveals uterine pathology..',
                                        'Uterine abnormalities are detailed through computed tomography imaging..',
                                        'Evidence of uterine pathology is shown in the CT scan results..',
                                        'Computed tomography scan confirms the presence of uterine pathology..'],
    'CT scan, abd, adrenal pathology': ['Adrenal pathology identified on computed tomography of the abdomen.',
                                        'Abdominal CT scan reveals adrenal gland anomalies.',
                                        'Abdominal CT scan indicating presence of adrenal gland disorder.',
                                        'Computed tomography of the abdomen shows abnormalities in adrenal gland.',
                                        'Adrenal gland pathology detected via abdominal CT scan.',
                                        'Diagnosis of adrenal pathology using abdominal computed tomography.',
                                        'Adrenal gland abnormalities present on the abdominal CT examination.',
                                        'CT scan of the abdomen demonstrates adrenal pathology.',
                                        'Abdominal CT scan assessment confirms adrenal gland pathology.',
                                        'Detection of adrenal anomalies on computed tomography of the abdomen.'],
    'CT scan, abd, ovarian pathology': ['Ovarian pathology is evident in the CT scan of the abdomen..',
                                        'The abdominal CT scan shows signs of ovarian pathology..',
                                        'CT imaging of the abdomen reveals ovarian pathology..',
                                        'Pathological changes in the ovaries are detected in the abdominal CT scan..',
                                        'The CT scan of the abdomen indicates ovarian abnormalities..',
                                        'Abdominal CT scan results suggest the presence of ovarian pathology..',
                                        'Ovarian pathology is diagnosed through CT imaging of the abdomen..',
                                        'The imaging from the abdominal CT scan reveals pathology in the ovaries..',
                                        'There are indicative signs of ovarian pathology in the abdomen from the CT scan..',
                                        'Ovarian pathology is identifiable on the abdominal CT scan..'],
    'CT scan, abd, arterial pathology': ['Arterial pathology identified in the abdominal CT scan.',
                                         'The CT imaging of the abdomen reveals evidence of arterial pathology.',
                                         'Arterial disease is depicted on the abdominal computed tomography scan.',
                                         'Abdominal CT scan demonstrates abnormalities related to the arteries.',
                                         'Signs of arterial pathology evident from the computed tomography of the abdomen.',
                                         'Computed tomography of the abdomen indicates arterial pathology.',
                                         'Abdominal arterial abnormalities visualized on CT scan.',
                                         'CT scan of the abdomen shows arterial disease.',
                                         'Pathological arterial conditions detected in the abdominal CT.',
                                         'CT imaging of the abdomen identifies arterial pathology.'],
    'CT scan, abd, ascites': ['Ascites evidenced in CT imaging of the abdomen.',
                              'Fluid accumulation indicative of ascites detected in abdominal CT scan.',
                              'Abdominal CT reveals ascites.',
                              'CT abdominal scan showing signs of ascites.',
                              'Ascites apparent in computed tomography of the abdomen.',
                              'Computed tomography of the abdomen indicates fluid accumulation consistent with ascites.',
                              'CT imaging of the abdominal region displays ascites.',
                              'Ascitic fluid accumulation visualized in an abdominal CT scan.',
                              'Abdominal computed tomography scan demonstrates the presence of ascites.',
                              'Presence of ascites confirmed on abdominal CT imaging.'],
    'CT scan, abd, splenic lesion': ['Splenic lesion identified on the CT scan of the abdomen.',
                                     'Abdominal CT scan shows a lesion in the spleen.',
                                     'Lesion in the spleen detected through CT imaging of the abdominal area.',
                                     'The CT scan of the abdomen reveals a splenic lesion.',
                                     'Splenic abnormality presented as a lesion on an abdominal CT scan.',
                                     'CT imaging of the abdomen indicates the presence of a lesion in the spleen.',
                                     'Detection of a splenic lesion from an abdominal CT scan.',
                                     'Abdominal CT scan findings suggest a lesion within the spleen.',
                                     'The spleen exhibits a lesion, as seen in abdominal CT imaging.',
                                     'Diagnosis of a splenic lesion from CT scan results of the abdomen.'],
    'CT scan, abd, bladder pathology': ['Bladder pathology identified in CT imaging of the abdomen.',
                                        'Abdominal CT scan reveals a disorder of the bladder.',
                                        'CT examination of the abdomen shows abnormal findings in the bladder.',
                                        'Pathological condition of the bladder detected on abdominal CT scan.',
                                        'CT diagnostic of the abdomen indicates bladder pathology.',
                                        'Abdominal CT results indicative of bladder disease.',
                                        'CT scan of the abdomen demonstrates pathology within the bladder.',
                                        'Abnormal bladder detected through CT imaging of the abdominal region.',
                                        'CT imaging of the abdomen reveals a pathological condition in the bladder.',
                                        'Diagnosis of bladder pathology via CT scan of the abdomen.'],
    'CT scan, abd, fat containing tumor': ['A fat-containing tumor is depicted in the abdominal CT imaging..',
                                           'The CT scan of the abdomen reveals a tumor with fat components..',
                                           'Abdominal computed tomography shows presence of a tumor consisting of adipose tissue..',
                                           'CT imaging of the abdomen identifies a neoplasm with fatty inclusions..',
                                           'There is evidence of a fatty tumor within the abdominal region as shown in the CT scan..',
                                           'Computed tomography of the abdomen displays a tumor enriched with fat tissue..',
                                           'A lipomatous tumor is visualized in the CT scan of the abdominal area..',
                                           'The abdominal CT delineates a tumor containing fat cells..',
                                           'Fat-dense neoplastic growth observed in the abdominal CT scan..',
                                           'Abdomen CT scan indicates a tumor with fat tissue composition..'],
    'CT scan, abd, degenerative changes': ['Degenerative changes identified in the abdomen on CT imaging.',
                                           'CT imaging shows signs of degenerative alterations in abdominal structures.',
                                           'Abdominal CT scan reveals evidence of degenerative changes.',
                                           'CT examination of the abdomen indicates degenerative modifications.',
                                           'The CT scan depicts age-related degenerative phenomena in the abdominal region.',
                                           'Abdominal degeneration is apparent from CT scan results.',
                                           'Degenerative processes in the abdomen detected via computed tomography.',
                                           'Computed tomography of the abdomen displays degenerative transformations.',
                                           'Signs of abdominal degeneration evident on CT.',
                                           'The CT scan of the abdomen shows signs of tissue degeneration.'],
    'CT scan, abd, soft tissue collection': ['Soft tissue collection identified in the abdominal CT imaging..',
                                             'Abdominal CT scan reveals a collection within the soft tissues..',
                                             'CT scan of the abdomen shows evidence of a soft tissue collection..',
                                             'The CT imaging of the abdomen indicates a presence of soft tissue accumulation..',
                                             'Soft tissue mass observed in the abdominal region on the CT scan..',
                                             'Computed tomography of the abdomen depicts soft tissue clustering..',
                                             'A mass of soft tissue is evident on the abdominal CT examination..',
                                             'CT visualization of the abdomen confirms a collection in the soft tissues..',
                                             'Abdominal CT scan demonstrates a collecting phenomenon in the soft tissue..',
                                             'Soft tissue conglomeration identified on the computed tomography of the abdomen..'],
    'CT scan, abd, gallbladder pathology': ['Gallbladder pathology identified on abdominal CT scan.',
                                            'CT imaging reveals pathology in the gallbladder.',
                                            'Diagnostic CT of the abdomen shows gallbladder abnormalities.',
                                            'Abdominal CT scan indicates gallbladder disease.',
                                            'CT scan of the abdomen highlighting gallbladder pathology.',
                                            'Pathological findings in the gallbladder from abdominal CT imaging.',
                                            'Computed tomography of the abdomen reveals abnormalities in the gallbladder.',
                                            'Gallbladder condition detected by CT scanning of the abdomen.',
                                            'Evidence of gallbladder disease on computed tomography of the abdomen.',
                                            'Abdominal computed tomography scan demonstrates gallbladder pathology.'],
    'CT scan, abd, soft tissue mass': ['Soft tissue mass identified on abdominal CT scan.',
                                       'CT imaging reveals a soft tissue mass in the abdomen.',
                                       'Abdominal CT scan demonstrates the presence of a soft tissue mass.',
                                       'Soft tissue mass visible on CT scan of the abdomen.',
                                       'A CT scan of the abdomen shows a soft tissue mass.',
                                       'Soft tissue mass detected in the abdominal region via CT scan.',
                                       'CT imaging of the abdomen confirms a soft tissue mass.',
                                       'Abdominal region on CT scan exhibits a soft tissue mass.',
                                       'Soft tissue mass in the abdomen observed on CT imaging.',
                                       'The CT scan of the abdominal area reveals a soft tissue mass.'],
    'CT scan, abd, intraperitoneal mass': ['An intraperitoneal mass is identified on the CT scan of the abdomen.',
                                           'The CT abdominal imaging shows the presence of a mass within the intraperitoneal space.',
                                           'CT imaging of the abdomen reveals an intraperitoneal mass.',
                                           'In the peritoneal cavity of the abdomen, a mass is detected via CT scan.',
                                           'A mass in the intraperitoneal region is evident from the abdominal CT examination.',
                                           'CT diagnostic imaging uncovers a mass located in the intraperitoneal area of the abdomen.',
                                           'The abdomen CT scan delineates a mass localized in the intraperitoneal compartment.',
                                           'Identification of an intraperitoneal mass on the abdominal CT scan.',
                                           'Abdominal CT scan results indicate a mass in the intraperitoneal zone.',
                                           'The intraperitoneal mass is visualized in the CT scan of the abdominal region.'],
    'CT scan, abd, bowel mass': ['A bowel mass is identified in the abdominal CT imaging..',
                                 'CT imaging of the abdomen reveals a mass within the bowel..',
                                 'The abdominal CT scan shows the presence of a bowel mass..',
                                 'Imaging by CT of the abdomen indicates a mass in the bowel region..',
                                 'CT examination of the abdomen detects a mass localized to the bowel..',
                                 'Upon CT scanning of the abdomen, a bowel mass is evident..',
                                 'A mass in the bowel is disclosed by CT scan of the abdomen..',
                                 'The CT scan of the abdomen demonstrates a mass within the bowel..',
                                 'Abdominal CT analysis exposes a bowel mass..',
                                 'A bowel mass is apparent from the CT abdominal scan..'],
    'MRI photo, af, osseous disruption': [
        'MRI image depicting an osseous disruption in the atrial fibrillation (AF) region..',
        'Osseous disruption observed in the AF area on MRI scan..',
        'MRI of the AF area shows evidence of osseous disruption..',
        'The MRI demonstrates an osseous disruption within the AF region..',
        'On this MRI, an osseous disruption is visible in the area associated with atrial fibrillation..',
        'Osseous disruption identified in the region of AF on this magnetic resonance image..',
        'Magnetic Resonance Imaging (MRI) of the AF area revealing an osseous disruption..',
        'The image from the MRI presents an osseous disruption in the atrial fibrillation zone..',
        'An osseous disruption is clearly depicted in the AF region on this MRI..',
        'Osseous disruption in atrial fibrillation (AF) evident from the MRI..'],
    'MRI photo, af, bone inflammation': ['Bone inflammation depicted in MRI imaging of the forearm.',
                                         'MRI scan showing inflammatory changes in the bone tissue of the forearm.',
                                         'Forearm bone inflammation as visualized in MRI examination.',
                                         'MRI depiction of inflammatory bone condition in the forearm region.',
                                         'Magnetic resonance imaging of the forearm, indicating bone inflammation.',
                                         'Inflammation in the forearm bone revealed by MRI scan.',
                                         'MRI diagnostic image showing bone inflammation within the forearm.',
                                         'Forearm bone inflammation evident in magnetic resonance imaging.',
                                         'MRI analysis indicating inflammatory response in forearm bone tissue.',
                                         'Diagnostic MRI showing signs of inflammation in the bone of the forearm.'],
    'MRI photo, af, soft tissue fluid': ['Fluid accumulation in soft tissues evidenced in the MRI image.',
                                         'MRI scan depicting soft tissue fluid accumulation.',
                                         'Soft tissue edema visible on MRI.',
                                         'MRI visualization of fluid retention in soft tissue regions.',
                                         'Magnetic Resynthesis Imaging shows fluid in soft tissues.',
                                         'Fluid presence in the soft tissue structures as seen in MRI.',
                                         'MRI examination revealing edematous changes in soft tissues.',
                                         'Soft tissue swelling due to fluid retention observed in MRI scan.',
                                         'MRI diagnostic image of soft tissue showing signs of fluid accumulation.',
                                         'The MRI photo indicates fluid within the soft tissue areas.'],
    'MRI photo, af, osseous neoplasm': ['Osseous neoplasm depicted in MRI imaging of the foot.',
                                        'MRI reveals bone tumor in the foot.',
                                        'Foot MRI scan showing signs of osseous neoplasm.',
                                        'Evidence of bone cancer in the foot as shown by MRI.',
                                        'MRI diagnostic image of the foot indicates osseous neoplasm.',
                                        'Osseous tumor evident in the foot on MRI scan.',
                                        'MRI of the foot displaying characteristics consistent with bone neoplasm.',
                                        'Foot bone tumor visualized through MRI technique.',
                                        'MRI imaging of the foot reveals a bone neoplasm.',
                                        'An MRI scan of the foot demonstrates an osseous tumor..'],
    'MRI photo, af, chondral abnormality': [
        'Chondral abnormality depicted in MRI imaging of the atrial fibrillation affected area.',
        'MRI scan showing a chondral defect in a patient with atrial fibrillation.',
        'Chondral abnormality in atrial fibrillation visualized on MRI.',
        'Chondral damage evident on MRI in the context of atrial fibrillation.',
        'MRI-based evidence of chondral abnormality in a case of atrial fibrillation.',
        'Atrial fibrillation associated chondral abnormality identified on MRI.',
        'MRI reveals chondral abnormality in an atrial fibrillation patient.',
        'Chondral defect on MRI in a subject with atrial fibrillation.',
        'Diagnostic MRI highlighting chondral abnormality in atrial fibrillation.',
        'Atrial fibrillation and its related chondral anomaly as seen on MRI.'],
    'MRI photo, af, plantar fascia pathology': ['Plantar fascia pathology evident in MRI imaging.',
                                                'MRI scan depicting a pathology of the plantar fascia.',
                                                'Pathological alterations of the plantar fascia visible on MRI.',
                                                'MRI findings suggest a condition affecting the plantar fascia.',
                                                'Diagnostic MRI reveals abnormality in the plantar fascia.',
                                                'MRI image diagnostic of plantar fascia pathology.',
                                                'The condition of the plantar fascia shown in MRI results.',
                                                'Medical MRI scan showing disorder in the plantar fascia.',
                                                'Plantar fascia abnormality presented in MRI image.',
                                                'MRI evidence of a pathological condition in the plantar fascia.'],
    'MRI photo, af, atfl pathology': ['ATFL pathology depicted in MRI imaging of the ankle.',
                                      'MRI scan demonstrating pathology of the anterior talofibular ligament.',
                                      'Anterior talofibular ligament pathology evident from MRI of the ankle.',
                                      'An MRI photo showing the diseased state of the anterior talofibular ligament.',
                                      'Pathological changes in the anterior talofibular ligament as visualized on MRI.',
                                      'MRI evidence of anterior talofibular ligament pathology in the ankle region.',
                                      'An MRI scan reveals abnormalities in the anterior talofibular ligament.',
                                      'MRI depiction of disease in the anterior talofibular ligament.',
                                      'Anterior talofibular ligament anomaly on MRI.',
                                      'MRI imaging shows pathology involving the anterior talofibular ligament.'],
    'MRI photo, af, soft tissue edema': ['MRI image depicting soft tissue edomain the ankle region..',
                                         'Soft tissue edema is evident in this MRI of the ankle..',
                                         'The MRI scan shows clear signs of soft tissue edema in the ankle..',
                                         'An MRI scan of the ankle displaying soft tissue edema..',
                                         'Soft tissue edema in the ankle is visible on this MRI image..',
                                         'This MRI of the ankle reveals the presence of soft tissue edema..',
                                         'Ankle region MRI indicating soft tissue edema..',
                                         'The image from the MRI shows ankle soft tissue edema..',
                                         'MRI evidence of soft tissue edema in the ankle area..',
                                         'Soft tissue edema is diagnosed in the ankle from this MRI imaging..'],
    'MRI photo, af, soft tissue mass': ['MRI image demonstrating a soft tissue mass in the atrial fibrillation area.',
                                        'Soft tissue mass evident in MRI scan of atrial fibrillation region.',
                                        'MRI depiction of soft tissue mass associated with atrial fibrillation.',
                                        'Magnetic Resonance Imaging reveals a soft tissue mass in the location of atrial fibrillation.',
                                        'The MRI scan of the region showing atrial fibrillation also presents a soft tissue mass.',
                                        'A soft tissue mass is identified on the MRI focused on atrial fibrillation area.',
                                        'Soft tissue mass visible in the cardiac region affected by atrial fibrillation on MRI.',
                                        'MRI analysis of atrial fibrillation reveals adjacent soft tissue mass.',
                                        'Diagnosis via MRI: soft tissue mass in vicinity of atrial fibrillation.',
                                        'MRI diagnostics indicate a soft tissue mass near the af region.'],
    'MRI photo, af, intra': ['Intra-atrial fibrillation observed in an MRI imaging.',
                             'MRI scan depicting a case of intra-atrial fibrillation.',
                             'Atrial fibrillation intra-cardiac evident from MRI scan.',
                             'MRI findings indicate intra-atrial fibrillation manifestation.',
                             'The MRI image shows intra-atrial fibrillation within the heart.',
                             'Intra-atrial fibrillation displayed on cardiac MRI.',
                             'Cardiac MRI revealing intra-atrial fibrillation.',
                             'The manifestation of intra-atrial fibrillation captured in this MRI.',
                             'MRI cardiac exam displaying signs of intra-atrial fibrillation.',
                             'Detection of intra-atrial fibrillation in MRI cardiac imaging.'],
    'MRI photo, af, extensor pathology ': ['MRI image reveals a pathology in the extensor compartment of the forearm..',
                                           'Pathology of the extensor region evident from the MRI scan of the forearm..',
                                           'The forearm extensor compartment displays pathological changes on MRI..',
                                           'MRI examination indicates a disorder in the forearm extensor region..',
                                           'Pathological findings in the forearm extensor compartment are present in the MRI image..',
                                           'Forearm extensor pathology is diagnosed via MRI imaging..',
                                           'The MRI of the forearm shows pathological alterations in the extensor area..',
                                           'An extensor compartment pathology is visible on the MRI of the forearm..',
                                           'Forearm MRI delineates pathology in the extensor muscles..',
                                           'The pathology in the forearm extensor muscles is captured in the MRI..'],
    'MRI photo, af, Plantar plate tear': ['Plantar plate tear evident in MRI imaging of the foot.',
                                          'MRI scan illustrating a tear in the plantar plate.',
                                          'Diagnostic MRI reveals disruption in the plantar plate consistent with a tear.',
                                          'Foot MRI indicates a plantar plate tear.',
                                          'The plantar plate exhibits a tear in MRI diagnostic images.',
                                          'MRI assessment shows plantar plate integrity compromised by a tear.',
                                          'Evidence of a plantar plate tear visible on magnetic resonance imaging of the foot.',
                                          'MRI of the foot displays a torn plantar plate.',
                                          'Magnetic resonance image depicting a tear in the foot’s plantar plate.',
                                          'An MRI scan identifies a tear within the plantar plate of the foot.'],
    'MRI photo, af, achilles pathology ': ['Achilles pathology evident in MRI imaging of the ankle.',
                                           'MRI scan displaying pathology of the Achilles tendon.',
                                           'Achilles tendon abnormalities diagnosed through MRI technology.',
                                           'Pathological changes in the Achilles observed in MRI scan.',
                                           'MRI results show degeneration in Achilles tendon.',
                                           'MRI diagnostic image highlights Achilles tendon pathology.',
                                           'MRI of the ankle reveals structural changes in the Achilles tendon.',
                                           'Clinical MRI assessment indicates Achilles tendon abnormality.',
                                           'Detailed MRI visuals confirming pathology in the Achilles region.',
                                           'Ankle MRI illustrating pathological conditions of the Achilles tendon.'],
    'MRI photo, af, hematoma': ['Hematoma presented in an MRI image of the atrial fibrillation affected area.',
                                'MRI scan displaying a hematoma within atrial fibrillation.',
                                'Atrial fibrillation region showing a hematoma on MRI examination.',
                                'MRI evidence of hematoma in an atrial fibrillation site.',
                                'Visualization of hematoma through MRI in a case of atrial fibrillation.',
                                'Atrial fibrillation associated hematoma observed in MRI scan.',
                                'MRI depiction of hematoma in a patient with atrial fibrillation.',
                                'Hematoma identified on magnetic resonance imaging in atrial fibrillation.',
                                'MRI results reveal a hematoma in the area affected by atrial fibraille.',
                                'Diagnostic MRI highlighting hematoma in atrial fibrillation tissue.'],
    'MRI photo, af, cfl pathology': ['CFL pathology evident in the MRI image of the ankle.',
                                     'MRI scan depicts pathology in the calcaneofibular ligament (CFL).',
                                     'Ankle MRI showing signs of calcaneofibular ligament (CFL) abnormalities.',
                                     'Pathological changes in the CFL observed in magnetic resonance imaging.',
                                     'MRI assessment reveals ligamentous pathology in the calcaneofibular region.',
                                     'Calcaneofibular ligament damage apparent on MRI scan.',
                                     'MRI diagnostic image of the ankle indicates CFL impairment.',
                                     'Evidence of calcaneofibular ligament pathology from MRI examination.',
                                     'Magnetic resonance image showing calcaneofibular ligament pathology.',
                                     'Pathology of the calcaneofibular ligament captured in MRI scan of the ankle.'],
    'MRI photo, af, peroneal pathology': ['Peroneal pathology evidenced in MRI imaging.',
                                          'MRI scan depicting pathology of the peroneal tendons.',
                                          'Pathological changes of the peroneal tendons visible on MRI.',
                                          'MRI examination reveals pathological alterations in the peroneal region.',
                                          'Peroneal disorder diagnosed through MRI imaging.',
                                          'Pathology of peroneal tendons shown in MRI scan.',
                                          'Diagnostic MRI highlights peroneal tendon abnormalities.',
                                          'Peroneal abnormalities detectable on magnetic resonance imaging.',
                                          'MRI imaging of the ankle shows peroneal tendon pathology.',
                                          'Peroneal tendon condition imaged by MRI.'],
    'MRI photo, af, deltoid pathology': ['MRI image depicting pathology of the deltoid muscle.',
                                         'Pathological MRI findings in the deltoid muscle region.',
                                         'MRI scan showing deltoid muscle abnormality.',
                                         'MRI delineation of deltoid pathology.',
                                         'Deltoid muscle impairment visualized on MRI.',
                                         'MRI diagnostic image of deltoid region indicating pathology.',
                                         'Pathology in the deltoid as revealed by MRI scan.',
                                         'Magnetic Resonance Imaging portrayal of deltoid muscle pathology.',
                                         'Clinical MRI evidence of deltoid abnormality.',
                                         'MRI visual evidence of pathology in the deltoid muscle.'],
    'MRI photo, af, post op': ['Post-operative MRI showing atrial fibrillation characteristics.',
                               'MRI imaging post-surgery reveals atrial fibrillation.',
                               'Post-surgical MRI scan indicative of atrial fibrillation.',
                               'MRI conducted post-operation demonstrates attributes of atrial fibrillation.',
                               'Atrial fibrillation evident in post-operative MRI results.',
                               'Post-surgical magnetic resonance imaging depicting atrial fibrillation.',
                               'Evidence of atrial fibrillation in MRI obtained after surgery.',
                               'MRI post-operative scan shows signs of atrial fibrillation.',
                               'Post-surgical findings of atrial fibrillation in MRI examination.',
                               'MRI diagnostics post-operation indicating atrial fibrillation.'],
    'MRI photo, af, flexor pathology ': ['Flexor pathology evident in MRI imaging of the forearm.',
                                         'Forearm flexor pathology demonstrated on MRI scan.',
                                         'MRI scan reveals pathology in the flexor muscles of the forearm.',
                                         'Pathological findings in the forearm flexors identified by MRI.',
                                         'Diagnosis of flexor muscle pathology in the forearm using MRI technology.',
                                         'Magnetic resonance imaging of the forearm shows flexor pathology.',
                                         'Evidence of flexor pathology in the forearm presented in MRI results.',
                                         'Forearm MRI examination indicating a flexor muscle pathology.',
                                         'Flexor pathology in forearm confirmed by magnetic resonance imaging.',
                                         'Clinical MRI assessment of the forearm reveals a flexor pathology.'],
    'MRI photo, af, fat containing tumor': [
        'MRI image showing a tumor characterized by fat content in the atrial fibrillation region.',
        'Fat-containing tumor depicted on MRI in the atrial fibrillation affected area.',
        'MRI scan reveals a fat-laden tumor within the atrial fibrillation zone.',
        'Imaging by MRI indicates a tumor with fatty components in the area of atrial fibrillation.',
        'Fat-containing neoplasm observed in the atrial fibrillation region via MRI.',
        'MRI diagnostic image displays a fatty tumor located at the site of atrial fibrillation.',
        'Atrial fibrillation region on MRI highlighted by the presence of a fat-containing tumor.',
        'Tumor with adipose tissue involvement in the atrial fibrillation area seen on MRI.',
        'MRI of atrial fibrillation area showing adipose-inclusive tumor.',
        'Adipose tissue tumor in atrial fibrillation region captured through MRI imaging.'],
    'MRI photo, af, syndesmosis pathology': ['Pathology of syndesmosis depicted in an MRI image of the ankle..',
                                             'Ankle MRI revealing a syndesmotic disorder..',
                                             'Syndesmotic impairment visualized on magnetic resonance imaging of the ankle..',
                                             'Magnetic resonance image displaying a pathology at the ankle syndesmosis..',
                                             'Diagnostic MRI of the ankle shows syndesmosis pathology..',
                                             'An MRI scan of the ankle identifying syndesmosis pathology..',
                                             'Pathological findings of syndesmosis in ankle MRI..',
                                             'Ankle syndesmosis abnormality evidenced in MRI scan..',
                                             'Syndesmosis condition in the ankle as shown by MRI..',
                                             'Ankle MRI scan illustrating abnormal syndesmosis..'],
    'MRI photo, af, lisfranc pathology': [
        'MRI image demonstrating Lisfranc pathology in a patient with atrial fibrillation.',
        'Diagnostic MRI revealing the presence of Lisfranc pathology, noted in a patient diagnosed with atrial fibrillation.',
        'Magnetic Resonance Imaging scan shows signs of Lisfranc pathology in an individual with atrial fibrillation.',
        'Atrial fibrillation-associated Lisfranc pathology visible on MRI scan.',
        'MRI scan depiction of Lisfranc injury in a subject with atrial fibrillation.',
        'Lisfranc pathology as observed on MRI in the context of atrial fibrillation.',
        'Patient with atrial fibrillation presenting with Lisfranc pathology on MRI imaging.',
        'MRI diagnostic image of Lisfranc pathology in atrial fibrillation.',
        'Clinical MRI illustration of a Lisfranc disorder in a patient exhibiting atrial fibrillation.',
        'Lisfranc pathology identified on MRI scan of a patient affected by atrial fibrillation.'],
    'MRI photo, af, coalition': ['MRI reveals a coalition in the tarsal bones.',
                                 'Coalition evident on magnetic resonance imaging of the ankle.',
                                 'Ankle MRI displaying characteristics of tarsal coalition.',
                                 'Tarsal coalition diagnosis confirmed by MRI examination.',
                                 'Magnetic resonance imaging of the foot shows signs of coalition.',
                                 'Coalition in the tarsal area captured via MRI scan.',
                                 'MRI scan demonstrates presence of tarsal coalition.',
                                 'Evidence of a tarsal coalition on the MRI of the foot.',
                                 'MRI of the ankle indicates tarsal bone coalition.',
                                 'Tarsal bones coalition visualized on MRI imaging.'],
    'MRI photo, af, spring ligament injury': [
        'MRI image depicting a spring ligament injury in a patient with atrial fibrillation.',
        'An MRI scan showing damage to the spring ligament associated with atrial fibrillation.',
        'Magnetic Resonance Imaging reveals a spring ligament tear in an AF patient.',
        'Diagnostic MRI evidence of a spring ligament injury co-occurring with atrial fibrillation.',
        'Clinical MRI presentation of a damaged spring ligament in an atrial fibrillation scenario.',
        'Spring ligament disruption is evident in this MRI for a subject with atrial fibrillation.',
        'MRI diagnostic image of a spring ligament injury in the setting of atrial fibrillation.',
        'The shown MRI illustrates a spring ligament injury in a patient diagnosed with AF.',
        'Magnetic Resonance Imaging delineates injury to the spring ligament in an atrial fibrillation patient.',
        'Atrial fibrillation patient MRI scan with visible spring ligament injury.'],
    'CT scan, abd, normal': ['A CT scan of the abdomen shows no abnormalities..',
                             'The abdominal CT scan indicates a normal condition..',
                             'Normal findings are present in the computed tomography of the abdomen..',
                             'The CT image reveals a healthy and normal abdominal structure..',
                             'Abdominal CT imaging displays absence of pathological conditions..',
                             'Computed tomography of the abdomen is clear and shows normal anatomy..',
                             'Normalcy in the abdominal region confirmed through CT imaging..',
                             'The abdominal CT scan exhibits no signs of disease..',
                             'CT imaging of the abdomen presents typical, healthy appearances..',
                             'An unremarkable CT scan of the abdomen, indicating no abnormalities..'],
    'MRI photo, mriabd, normal': ['Normal abdominal MRI image showing no abnormalities.',
                                  'MRI scan of the abdomen displaying standard anatomical structure with no deviations.',
                                  'Abdominal MRI presenting a normal study without pathological findings.',
                                  'The MRI scan depicts a typical appearance of abdominal anatomy with no signs of disease.',
                                  'MRI image of the abdomen showing an unremarkable and normal structural presentation.',
                                  'The abdominal MRI demonstrates absence of abnormal findings, indicating normal conditions.',
                                  'Abdominal magnetic resonance image revealing a normal morphology with no medical exceptions.',
                                  'MRI of the abdomen with no identifiable pathologies, indicating a normal state.',
                                  'Normal abdominal structures are evident in this MRI scan, with no abnormal findings detected.',
                                  'This MRI of the abdomen illustrates the typical anatomy with no pathological alterations.'],
    'MRI photo, af, normal': ['MRI image showing a normal atrial fibrillation pattern..',
                              'Normal atrial fibrillation observed in MRI scan..',
                              'MRI depiction reveals normal cardiac rhythm indicative of atrial fibrillation..',
                              'The MRI scan presents a normal presentation of atrial fibrillation..',
                              'Atrial fibrillation with normal parameters displayed on MRI..',
                              'MRI examination confirms normal atrial fibrillation status..',
                              'Evidence of normal atrial rhythm suitable for atrial fibrillation on MRI..',
                              'MRI findings indicate a normal state of atrial fibrillation..',
                              'Normal atrial fibrillation rhythm captured in MRI imaging..',
                              'An MRI scan exemplifying standard atrial fibrillation..'],
    'MRI photo, brain, normal': ['MRI image depicts a normal brain structure..',
                                 'Normal brain anatomy is evident in the MRI scan..',
                                 'The MRI scan shows no abnormalities in brain morphology..',
                                 'Brain MRI reveals typical anatomical features..',
                                 'Normal cerebral architecture is confirmed by MRI findings..',
                                 'MRI examination indicates a healthy brain with no structural abnormalities..',
                                 'Magnetic Residence Imaging of the brain demonstrates standard anatomical integrity..',
                                 'The brain morphology appears normal on the MRI..',
                                 'MRI results confirm the absence of pathological findings in the brain..',
                                 'The MRI of the brain exhibits normalcy in its anatomical structure..'],
    'MRI photo, hip, normal': ['MRI image displays a normal hip structure.',
                               'Normal anatomical features of the hip shown in MRI imaging.',
                               'MRI reveals no abnormalities in the hip.',
                               'The hip appears structurally normal on MRI.',
                               'MRI scan of the hip indicates typical anatomy.',
                               'MRI examination confirms the hip is normal.',
                               'Normal findings in hip region as evidenced by MRI.',
                               'MRI imaging of the hip shows all typical characteristics.',
                               'Standard hip anatomy presented in MRI results.',
                               'MRI of the hip demonstrates a normal physiological appearance.'],
    'MRI photo, knee, normal': ['Normal appearance of the knee in MRI imaging.',
                                'MRI scan showing no abnormalities in the knee.',
                                'The knee MRI indicates a normal condition.',
                                'MRI of the knee displaying typical anatomy and no pathologic findings.',
                                'Normal knee structure as revealed by magnetic resonance imaging.',
                                'Magnetic resonance image of the knee showing healthy structural integrity.',
                                'The MRI results confirm normal knee anatomy without any abnormal findings.',
                                'Diagnostic MRI reveals the knee to be in normal condition.',
                                'Knee MRI, which shows no signs of pathology, indicating a normal state.',
                                'MRI examination of the knee presents normal anatomical features..'],
    'MRI photo, shoulder, normal': ['Normal anatomical structures are evident in this MRI image of the shoulder..',
                                    'This shoulder MRI demonstrates no abnormalities, indicating a normal state..',
                                    'The MRI scan of the shoulder reveals typical morphology without pathological findings..',
                                    'Normal findings are present in this magnetic resonance image of the shoulder..',
                                    'This diagnostic MRI of the shoulder shows a healthy anatomical configuration..',
                                    'No deviations from normal anatomy are observable in this shoulder MRI scan..',
                                    'This MRI of the shoulder displays the customary anatomical structures, confirming a normal condition..',
                                    'The shoulder structures appear normal on this MRI, with no signs of abnormalities..',
                                    'The magnetic resonance image of this shoulder presents a standard, healthy anatomical appearance..',
                                    'Typical and normal anatomical details are visible in this MRI examination of the shoulder..'],
    'MRI photo, spine, normal': ['Normal spinal anatomy depicted in MRI imaging..',
                                 'MRI scan showing no abnormalities in the spinal structure..',
                                 'The MRI reveals a healthy spine without pathological findings..',
                                 'Magnetic resonance imaging of the spine indicates normal morphology..',
                                 'MRI demonstrates normal alignment and integrity of the spinal anatomy..',
                                 'Spinal configuration in MRI appearance is typical and shows no signs of disease..',
                                 'MRI of the spine confirms absence of abnormalities..',
                                 'Normal findings in the spinal region as evidenced by MRI..',
                                 'The spinal MRI scan presents normal anatomy..',
                                 'Magnetic resonance image of the spine shows a normal condition..'],
    'ultrasound image, fibroid, fibroid': ['Fibroid identified in ultrasound imaging of the uterus..',
                                           'Uterine ultrasound reveals the presence of a fibroid..',
                                           'Ultrasound scan shows uterine fibroid..',
                                           'Fibroid visible on ultrasound examination of the uterus..',
                                           'Uterine fibroid diagnosed via ultrasound imaging..',
                                           'Sonographic detection of a fibroid in the uterus..',
                                           'Uterus presents a fibroid in ultrasound evaluation..',
                                           'Uterine ultrasound imaging displays a fibroid..',
                                           'Diagnostic ultrasound confirms a fibroid in the uterus..',
                                           'Ultrasound imaging of the pelvic region indicates a fibroid..'],
    'ultrasound image, kidney, kidney': ['Ultrasound depiction of a kidney showing the renal structure..',
                                         'Renal ultrasound image displaying kidney morphology..',
                                         'Sonographic renal assessment reveals kidney anatomy..',
                                         'Image of kidney evaluated through ultrasound technology..',
                                         'Ultrasound diagnostic scan of renal anatomy..',
                                         'Kidney structure as visualized on ultrasound imaging..',
                                         'Ultrasound examination highlighting kidney configuration..',
                                         'Ultrasound scan focused on renal structure..',
                                         'Kidney imaging conducted via ultrasound modality..',
                                         'Renal ultrasound providing detailed imagery of the kidney..'],
    'ultrasound image, uterus, uterus': ['Ultrasound image depicting a healthy uterus..',
                                         'Ultrasonographic visualization of a normal uterus..',
                                         'Normal uterine morphology is shown in this ultrasound image..',
                                         'This ultrasound image illustrates a uterus without any abnormalities..',
                                         'Ultrasonography demonstrates a uterus with normal anatomical features..',
                                         'The ultrasound image clearly depicts the intact structure of the uterus..',
                                         'A sonographic image showing the usual appearance of the uterus..',
                                         'Here, the ultrasound represents a typical uterus..',
                                         'Ultrasound technology confirms the normal condition of the uterus..',
                                         'Standard ultrasonographic scan of a uterus displaying typical characteristics..'],
    'ultrasound image, ovary, ovary': ['Ultrasound depicting ovarian morphology..',
                                       'Sonographic presentation of the ovary..',
                                       'Ultrasound scan showing ovarian structure..',
                                       'Imaging of the ovary by ultrasound technique..',
                                       'Sonogram focused on ovarian anatomy..',
                                       'Ultrasonographic view of the ovary..',
                                       'Ultrasound imaging used to inspect ovarian condition..',
                                       'Detailed ultrasound view of ovarian anatomy..',
                                       'Ovary as visualized on ultrasonic imaging..',
                                       'Ultrasound examination targeting the ovary..'],
    'ultrasound image, pancreas, pancreas': ['The ultrasound image depicts pancreatitis involving the pancreas..',
                                             'Pancreatic inflammation is evident in the ultrasound scan..',
                                             'Pancreatitis is visualized in the ultrasound imaging of the pancreas..',
                                             'The sonogram clearly shows pancreatic inflammation..',
                                             'Pancreatic tissue inflammation is diagnosed in the ultrasound image..',
                                             'In the ultrasound view, the pancreas exhibits signs of pancreatitis..',
                                             'The ultrasound scan reveals inflammation within the pancreatic tissues..',
                                             'Evidence of pancreatitis appears in this ultrasound representation of the pancreas..',
                                             'Pancreatic anomaly indicative of pancreatitis captured in the ultrasound image..',
                                             'This ultrasound image of the pancreas shows characteristics of pancreatitis..'],
    'ultrasound image, liver, liver': ['Ultrasound scan showing liver morphology..',
                                       'Liver anatomy depicted by ultrasound imaging..',
                                       'Sonographic representation of hepatic structures..',
                                       'Hepatic ultrasound revealing liver tissue..',
                                       'Ultrasound diagnostic image of the liver..',
                                       'Visualization of liver through ultrasonography..',
                                       'Liver examination using ultrasound technology..',
                                       'Diagnostic ultrasound image of hepatic anatomy..',
                                       'Ultrasound imaging used to assess liver..',
                                       'Liver ultrasonographic appearance..'],
    'ultrasound image, gb, gb': ['Ultrasound depicting gallbladder pathology..',
                                 'Sonographic evaluation showing gallbladder condition..',
                                 'Image from ultrasound revealing gallbladder abnormality..',
                                 'Ultrasound scan indicative of a gallbladder disorder..',
                                 'Diagnostic ultrasound highlighting gallbladder disease..',
                                 'Ultrasound imaging demonstrates gallbladder anomaly..',
                                 'Gallbladder appearance on ultrasound suggestive of pathology..',
                                 'Medical ultrasound identifying abnormal gallbladder..',
                                 'Sonogram of gallbladder displaying pathological features..',
                                 'Ultrasound diagnostic image focusing on gallbladder condition..'],
    'ultrasound image, cbd, cbd': ['Ultrasound imaging reveals common bile duct dilation.',
                                   'The common bile duct is dilated, as shown in the ultrasound scan.',
                                   'Ultrasound examination indicates an expanded common bile duct.',
                                   'Dilation of the common bile duct is evident from the ultrasound imaging.',
                                   'Ultrasound findings confirm the enlargement of the common dilemma the bile duct.',
                                   'The image depicts an enlargement of the common bile duct by ultrasound assessment.',
                                   'Diagnostic ultrasound shows expansion of the common bile duct.',
                                   'The sonographic image presents a dilated common bile duct.',
                                   'Dilated common bile duct visualized on ultrasonography.',
                                   'Ultrasonography of the abdomen highlights a dilated common bile duct.'],
    'ultrasound image, spleen, spleen': ['Ultrasound reveals an enlarged splean indicative of splenomegaly..',
                                         'The image shows spleen ultrasound indicative of potential pathology..',
                                         'Ultrasound imaging demonstrates abnormal spleen morphology..',
                                         'Sonographic examination suggests altered echotexture of the spleen..',
                                         'The ultrasound scan presents with spleen anomalies..',
                                         'Visualization by ultrasound detecting irregularities in spleen size..',
                                         'Ultrasound diagnostic of spleen showing unusual dimensions..',
                                         'Sonogram portrays spleen with atypical appearance..',
                                         'Ultrasound of the spleen exhibits characteristics of disease..',
                                         'The spleen appears structurally abnormal on this ultrasound image..'],
    'ultrasound image, aorta, aorta': ['The ultrasound reveals an image of the aorta..',
                                       'The sonographic examination focuses on the aorta..',
                                       'Imaging of the aorta conducted through ultrasound..',
                                       'Ultrasound diagnostic view of the aorta..',
                                       'Aortic visualization via ultrasound imaging..',
                                       'Sonographic assessment captures the aorta..',
                                       'Ultrasound imaging technique depicting the aorta..',
                                       'The aorta is the subject of this ultrasound scan..',
                                       'Ultrasound scan displaying aortic structure..',
                                       'The aorta examined through ultrasound technology..'],
    'ultrasound image, ivc, ivc': ['Ultrasound imaging depicting the Inferior Vena Cava (IVC).',
                                   'Sonographic examination of the IVC.',
                                   'Ultrasound scan showing the morphology of the Inferior Vena Cava.',
                                   'IVC visualized through ultrasonography.',
                                   'Diagnostic ultrasound of the Inferior Vena Cava.',
                                   'IVC assessment via ultrasound imaging.',
                                   'Evaluation of the Inferior Vena Cava using ultrasound technology.',
                                   'Ultrasound depiction of the IVC structure.',
                                   'Sonographic imaging of the IVC anatomy.',
                                   'Ultrasound diagnostic visualization of the Inferior Vena Cava.'],
    'ultrasound image, bladder, bladder': ['Bladder inflammation depicted in ultrasound imaging.',
                                           'Ultrasound visualization of inflamed bladder tissue.',
                                           'Inflammatory state of the bladder shown via ultrasound.',
                                           'Ultrasound scan indicates bladder inflammation.',
                                           'Imaging of the bladder in an inflamed state on ultrasound.',
                                           'Ultrasonic evidence of bladder tissue inflammation.',
                                           'Bladder condition characterized by inflammation in ultrasound image.',
                                           'Inflamed bladder visualized by ultrasonic imaging techniques.',
                                           'Ultrasonographic representation of an inflamed bladder.',
                                           'Diagnostic ultrasound displaying inflammation within the bladder.'],
    'ultrasound image, portal_vein, portal vein': [
        'Portal vein thrombosis evident in the ultrasound image of the portal vein..',
        'Evidence of a thrombus within the portal vein as shown in the ultrasound imaging..',
        'Ultrasound visualization indicates a blockage in the portal vein..',
        'The ultrasound examination reveals thrombosis in the portal vein..',
        'A diagnostic ultrasound image displaying a clot in the portal vein..',
        'Portal vein appears obstructed by a thrombus in the ultrasound scan..',
        'Ultrasound imaging of the portal vein shows signs of portal vein thrombosis..',
        'Portal vein obstruction diagnosed via ultrasound imaging..',
        'The image from the ultrasound shows a thrombotic portal vein..',
        'An ultrasound scan indicates a portal vein clot..'],
    'ultrasound image, thyroid, thyroid': ['Ultrasound imaging reveals the structure of the thyroid gland..',
                                           'Thyroid morphology is visualized through ultrasound examination..',
                                           'The image captured by ultrasound shows the thyroid anatomy..',
                                           'Ultrasound examination provides a detailed view of the thyroid structure..',
                                           'The ultrasound reveals anatomical details of the thyroid gland..',
                                           'Thyroid gland imaging via ultrasound is displayed..',
                                           'Visualization of the thyroid using ultrasound technology..',
                                           'The anatomy of the thyroid gland is examined through ultrasound imaging..',
                                           'Ultrasound imaging technique showcases the thyroid..',
                                           'Thyroid visualization achieved through ultrasound imaging..'],
    'CT scan, lung, normal': ['The CT scan displays normal lung anatomy without pathological findings..',
                              'Normal lung tissue is evident in the computed tomography of the chest..',
                              'The CT image reveals no abnormalities in pulmonary structures, indicating a normal condition..',
                              'Lung parenchyma appears intact and normal on this computed tomography scan..',
                              'No signs of abnormalities detected in the lung from the CT imaging performed..',
                              'The computed tomography of the lung shows an absence of any abnormal lung condition..',
                              'CT scan analysis confirms the lung is structurally normal, with no evidence of disease..',
                              'Normal pulmonary architecture with no diagnostic anomalies present on the CT scan..',
                              'Computed tomography of the chest demonstrates healthy lung tissue, free from irregularities..',
                              'There are no detectable pathological alterations in the lung as observed in the CT scan..'],
    'CT scan, lung, Airspace opacity': ['Airspace opacity is evident in the lung on the CT scan.',
                                        'The CT scan reveals an airspace opacity within the lung.',
                                        'Lung CT scan demonstrates airspace opacity.',
                                        'Evidence of airspace opacity in the lung region is shown on the CT scan.',
                                        'The computed tomography of the lung shows opacity in the airspace.',
                                        'Opacity within the lung airspace is detected on the CT scan.',
                                        'CT imaging of the lung presents with airspace opacity.',
                                        'An opacity in the lung airspace is visible on the CT imaging.',
                                        'The lung’s CT scan displays areas of airspace opacity.',
                                        'Airspace opacity diagnosis on lung via CT scan.'],
    'CT scan, lung, Nodule': ['A CT scan image showing a nodule in the lung tissue..',
                              'Lung nodule identified on computed tomography scan..',
                              'Computed tomography of the chest reveals a pulmonary nodule..',
                              'The image depicts a nodule located within the pulmonary structure..',
                              'CT imaging demonstrates the presence of a nodule in lung parenchyma..',
                              'There is evidence of a nodule on the lung CT examination..',
                              'Radiographic findings suggest a lung nodule in the CT scan..',
                              'The computed tomography scan indicates a nodule in the lung area..',
                              'A lung nodule is visible in the CT imaging..',
                              'CT scan results display a pulmonary nodule in the lung field..'],
    'CT scan, lung, interstitial lung disease': ['Interstitial lung disease as depicted in a CT scan of the lung..',
                                                 'CT imaging reveals the presence of interstitial lung disease in the pulmonary structures..',
                                                 'The lung CT scan shows characteristic signs of interstitial lung disease..',
                                                 'Evidence of interstitial lung disease in the lung identified through computed tomography..',
                                                 'Computed tomography of the lung indicating interstitial lung disease progression..',
                                                 'Lung CT scan diagnostic of interstitial lung disease..',
                                                 'Pulmonary CT scan findings consistent with interstitial lung disease..',
                                                 'Signs of interstitial lung disease are present in this computed tomographic scan of the lung..',
                                                 'The CT scan of the lung reveals pathological features associated with interstitial lung disease..',
                                                 'Diagnosis of interstitial lung disease via lung CT imaging..'],
    'CT scan, lung, Parenchyma destruction': ['Parenchyma destruction is evident in the lung from the CT scan.',
                                              'The CT scan shows destruction of the lung parenchyma.',
                                              'Destruction of parenchymal tissue in the lung is visible on the CT imaging.',
                                              'The CT scan reveals significant parenchymal tissue loss in the lung.',
                                              'Lung CT scan indicates parenchyma destruction.',
                                              'Parenchymal destruction in the lung is diagnosed through the CT scan.',
                                              'Lung tissue destruction is detected in the CT scan of the lung.',
                                              'The computed tomography of the lung displays destruction of the parenchyma.',
                                              'Parenchymal loss in lung tissue is apparent from the CT imaging.',
                                              'The lung CT scan demonstrates extensive parenchymal destruction.'],
    'CT scan, lung, Bronchiectasis': ['Bronchiectasis is evident in the CT scan of the lung.',
                                      'The lung CT scan reveals the presence of Bronchiectasis.',
                                      'Bronchiectasis manifests in the computed tomography of the pulmonary structures.',
                                      'CT imaging of the lung shows characteristic features of Bronchiectasis.',
                                      'Pathological dilation observed in the bronchi on lung CT indicative of Bronchiectasis.',
                                      'The computed tomography scan of the lung displays signs of Bronchiectasis.',
                                      'Distinctive changes in the lung from Bronchiectasis are visible on the CT scan.',
                                      'Bronchiectasis identified in the bronchial tree on the lung CT image.',
                                      'Lung CT scan diagnostic of Bronchiectasis showing widened airways.',
                                      'Bronchial dilation consistent with Bronchiectasis detected in lung CT.'],
    'last': [
        "Ultrasound imaging reveals the structure of the thyroid gland.",
        "Detailed ultrasound scan showcasing the thyroid gland's anatomy.",
        "Ultrasound imaging highlights the internal structure of the thyroid gland.",
        "Thyroid gland visualized through high-resolution ultrasound technology.",
        "Clear ultrasound image displaying the thyroid gland and surrounding tissues.",
        "Ultrasound scan of the thyroid gland revealing its lobes and isthmus.",
        "Thyroid gland structure as seen on an advanced ultrasound examination.",
        "Diagnostic ultrasound capturing the detailed morphology of the thyroid gland.",
        "Precise ultrasound imaging providing a view of the thyroid gland's internal features.",
        "High-definition ultrasound reveals the intricate structure of the thyroid gland.",
    ]}

modality_indices_radimagenet_test_set = {
    "US": [144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 164],
    "MRI": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28,
            29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55,
            56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82,
            83, 84, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131,
            132, 133, 134, 135, 137, 138, 139, 140, 141, 142, 143],
    "CT": [85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109,
           110, 111, 136, 158, 159, 160, 161, 162, 163]}