Skip to content
#

seresnet

Star

Here are 8 public repositories matching this topic...

Language: All
Filter by language
All 8 Python 6 Jupyter Notebook 1
TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt

Sakib1263 / TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt

Star 42

Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).

demo machine-learning deep-learning pipeline jupyter-notebook python3 resnet regression-models resnext 2d-convolution keras-tensorflow classification-model 1d-convolution seresnet seresnext tensorflow2
  • Updated Jan 27, 2022
  • Jupyter Notebook

DIAGNijmegen / prostateMR_3D-CAD-csPCa

Star 40

Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder structure with deep supervision (—𝘜𝘕𝘦𝘵++). Built in TensorFlow 2.5. Configured for voxel-level clinically significant prostate cancer detection in multi-channel 3D bpMRI scans.

mri-images computer-aided-detection attention-mechanisms prostate-cancer computer-aided-diagnosis seresnet tensorflow-keras unetplusplus attention-unet probabilistic-unet
  • Updated Feb 11, 2022
  • Python

anindox8 / 2D-RetinaNet-for-Prostate-Localization-in-mpMRI

Star 4

Fully supervised, healthy/malignant prostate detection in multi-parametric MRI (T2W, DWI, ADC), using a modified 2D RetinaNet model for medical object detection, built upon a shallow SEResNet backbone.

deep-learning supervised-learning adc convolutional-neural-networks dwi prostate retinanet prostate-cancer tensorflow-estimator seresnet 2d-detection mri-data tensorflow-keras t2w
  • Updated Sep 30, 2020
  • Python

Improve this page

Add a description, image, and links to the seresnet topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the seresnet topic, visit your repo's landing page and select "manage topics."

Learn more