Add technique tags; adjust wrapping of button badges

hsma-programme · Oct 24, 2024 · 65928d0 · 65928d0
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diff --git a/.quarto/preview/lock b/.quarto/preview/lock
@@ -1 +1 @@
-28916
+48164
diff --git a/docs/previous_projects/hsma_4/h4_meeting_demand_111/index.html b/docs/previous_projects/hsma_4/h4_meeting_demand_111/index.html
@@ -186,6 +186,9 @@
                 <div class="project-link-buttons">
             <ul class="project-links">
                                                 <button class="custom-button"><a href="https://www.youtube.com/watch?v=cg5Bp3O02io&amp;list=PLgHO2TgIJXdn0k4y56xtM-VpcHU_5RJUN&amp;index=1"><i class="fa-brands fa-youtube"></i> Video</a></button>
+                                                                <button class="custom-button"><a href="https://arc-swp.nihr.ac.uk/publications/modelling-nhs-111-demand-for-primary-care-services-a-discrete-event-simulation/"><i class="<i class=" fa-solid="" fa-newspaper"=""></i>"&gt; Article</a></button>
+                                                                <button class="custom-button"><a href="https://bmjopen.bmj.com/content/13/9/e076203"><i class="fa-solid fa-file-contract"></i> Paper</a></button>
+                                                                <button class="custom-button"><a href="https://github.com/RichardPilbery/MOOOD-study"><i class="fa-brands fa-github"></i> Code</a></button>
                                             </ul>
         </div>
 

diff --git a/docs/previous_projects/hsma_5/h5_5002_nlp_drug_content/index.html b/docs/previous_projects/hsma_5/h5_5002_nlp_drug_content/index.html
@@ -208,30 +208,30 @@ <h1 class="title">Using Natural Language Processing to detect drug related conte
 
     <div class="quarto-title-meta-author">
       <div class="quarto-title-meta-heading">Authors</div>
-      <div class="quarto-title-meta-heading">Affiliation</div>
+      <div class="quarto-title-meta-heading">Affiliations</div>
 
         <div class="quarto-title-meta-contents">
         <p class="author">Lauren Szarvas </p>
       </div>
       <div class="quarto-title-meta-contents">
             <p class="affiliation">
-                TBC
+                Bedfordshire Police
               </p>
           </div>
         <div class="quarto-title-meta-contents">
         <p class="author">Holly Dale </p>
       </div>
       <div class="quarto-title-meta-contents">
             <p class="affiliation">
-                TBC
+                Derbyshire Police
               </p>
           </div>
         <div class="quarto-title-meta-contents">
         <p class="author">Tom Haddock </p>
       </div>
       <div class="quarto-title-meta-contents">
             <p class="affiliation">
-                TBC
+                Greater Manchester Police
               </p>
           </div>
       </div>

diff --git a/docs/previous_projects/projects_by_cohort.html b/docs/previous_projects/projects_by_cohort.html
diff --git a/docs/previous_projects/projects_by_methods.html b/docs/previous_projects/projects_by_methods.html
diff --git a/docs/previous_projects/projects_by_organisation.html b/docs/previous_projects/projects_by_organisation.html
diff --git a/docs/previous_projects/projects_by_service_area.html b/docs/previous_projects/projects_by_service_area.html
diff --git a/docs/search.json b/docs/search.json
diff --git a/docs/styles.css b/docs/styles.css
@@ -165,14 +165,14 @@
 
 .project-link-listing-button {
   flex: 1 1 0;
-  min-width: 50px;
+  min-width: 90px;
   text-align: center;
 }
 .project-link-listing-button a {
   display: block;
   width: 100%;
   height: 100%;
-  padding: 8px 12px;
+  padding: 8px 0px;
   text-decoration: none;
   color: inherit;
 }

diff --git a/html/previous_projects/listing.ejs b/html/previous_projects/listing.ejs
@@ -31,7 +31,7 @@
             <% if(item.organisations) { %>
               <div class="listing-organisations">
                 <% for (const org of item.organisations) { %>
-                <%= org %></br>
+                • <%= org %></br>
                 <% } %>
               </div>
             <% } %>

diff --git a/previous_projects/hsma_4/h4_booked_appointments_utc/index.qmd b/previous_projects/hsma_4/h4_booked_appointments_utc/index.qmd
@@ -7,6 +7,8 @@ categories:
   - ECDS Dataset
   - Booked Appointments in Walk-in Services
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Alice Waterhouse
     affiliation: NHS England and Improvement

diff --git a/previous_projects/hsma_4/h4_covid_19_vaccination_demand_capacity/index.qmd b/previous_projects/hsma_4/h4_covid_19_vaccination_demand_capacity/index.qmd
@@ -7,6 +7,10 @@ categories:
   - COVID-19
   - Plotly Dash
   - NHS
+techniques:
+  - Forecasting
+  - Prophet
+  - Plotly Dash
 author:
   - name: Charlene Black
     affiliation: South Central and West Commissioning Support Unit

diff --git a/previous_projects/hsma_4/h4_des_adhd_autism_pathway/index.qmd b/previous_projects/hsma_4/h4_des_adhd_autism_pathway/index.qmd
@@ -8,6 +8,8 @@ categories:
   - Identifying Bottlenecks in Pathways
   - Reducing Backlogs
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Irma Tanovic
     affiliation: Oxford Health NHS Foundation Trust

diff --git a/previous_projects/hsma_4/h4_des_amu_flow/index.qmd b/previous_projects/hsma_4/h4_des_amu_flow/index.qmd
@@ -6,6 +6,8 @@ categories:
   - Patient Flow
   - Inpatients
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Helen Young
     affiliation: Nottingham University Hospitals NHS Trust

diff --git a/previous_projects/hsma_4/h4_des_cbt_iapt/index.qmd b/previous_projects/hsma_4/h4_des_cbt_iapt/index.qmd
@@ -6,6 +6,8 @@ categories:
   - Improving Access to Psychological Therapies (IAPT)
   - Community Mental Health
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Katie Brown
     affiliation: Dorset HealthCare

diff --git a/previous_projects/hsma_4/h4_des_delays_cancer_diagnosis_treatment/index.qmd b/previous_projects/hsma_4/h4_des_delays_cancer_diagnosis_treatment/index.qmd
@@ -6,6 +6,8 @@ categories:
   - Colorectal
   - Identifying Bottlenecks in Pathways
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Angel Masih
     affiliation: Gloucestershire Hospitals Foundation Trust

diff --git a/previous_projects/hsma_4/h4_des_flow_performance_utc/index.qmd b/previous_projects/hsma_4/h4_des_flow_performance_utc/index.qmd
@@ -6,6 +6,8 @@ categories:
   - Emergency Departments
   - Identifying Bottlenecks in Pathways
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Shilpa Patel
     affiliation: University College Hospital Trust

diff --git a/previous_projects/hsma_4/h4_forecasting_los_ed/index.qmd b/previous_projects/hsma_4/h4_forecasting_los_ed/index.qmd
@@ -10,6 +10,10 @@ categories:
   - Inpatients
   - Staffing Level Optimisation
   - NHS
+techniques:
+  - Machine Learning
+  - Forecasting
+  - Streamlit
 author:
   - name: Lisa Sabir
     affiliation: Sheffield Children’s Hospital

diff --git a/previous_projects/hsma_4/h4_meeting_demand_111/index.qmd b/previous_projects/hsma_4/h4_meeting_demand_111/index.qmd
@@ -8,6 +8,10 @@ categories:
   - Primary Care
   - Emergency Departments
   - NHS
+techniques:
+  - Discrete Event Simulation
+  - Plotly Dash
+  - Network Analysis
 author:
   - name: Richard Pilbery
     affiliation: Yorkshire Ambulance Service NHS Trust
@@ -26,6 +30,15 @@ pub-info:
   - name: Video
     url: https://www.youtube.com/watch?v=cg5Bp3O02io&list=PLgHO2TgIJXdn0k4y56xtM-VpcHU_5RJUN&index=1
     icon: fa-brands fa-youtube
+  - name: Article
+    url: https://arc-swp.nihr.ac.uk/publications/modelling-nhs-111-demand-for-primary-care-services-a-discrete-event-simulation/
+    icon: fa-solid fa-newspaper
+  - name: Paper
+    url: https://bmjopen.bmj.com/content/13/9/e076203
+    icon: fa-solid fa-file-contract
+  - name: Code
+    url: https://github.com/RichardPilbery/MOOOD-study
+    icon: fa-brands fa-github
 ---
 
 This was an attempt to model the impact of enforcing timely primary care interventions when 111 calls are undertaken.

diff --git a/previous_projects/hsma_4/h4_ml_admissions_los_respiratory/index.qmd b/previous_projects/hsma_4/h4_ml_admissions_los_respiratory/index.qmd
@@ -5,6 +5,8 @@ categories:
   - Respiratory
   - NHS
   - Inpatient Admissions
+techniques:
+  - Machine Learning
 author:
   - name: Andy McCann
     affiliation: NHS Midlands and Lancashire Commissioning Support Unit

diff --git a/previous_projects/hsma_4/h4_pifu_digital_outpatients_elective_recovery/index.qmd b/previous_projects/hsma_4/h4_pifu_digital_outpatients_elective_recovery/index.qmd
@@ -7,6 +7,8 @@ categories:
   - Rheumatology
   - Reducing Backlogs
   - NHS
+techniques:
+  - Discrete Event Simulation
 author:
   - name: Martina Fonseca
     affiliation: NHS England and Improvement

diff --git a/previous_projects/hsma_4/h4_predicting_non_elective_admissions/index.qmd b/previous_projects/hsma_4/h4_predicting_non_elective_admissions/index.qmd
@@ -6,6 +6,9 @@ categories:
   - Inpatient Admissions
   - Natural Language Processing
   - NHS
+techniques:
+  - Machine Learning
+  - Natural Language Processing
 author:
   - name: Stephen Ashmead
     affiliation: Royal Devon University Healthcare NHS Foundation Trust

diff --git a/previous_projects/hsma_4/h4_predicting_violent_incidents_mh_inpatients/index.qmd b/previous_projects/hsma_4/h4_predicting_violent_incidents_mh_inpatients/index.qmd
@@ -5,6 +5,8 @@ categories:
   - Mental Health
   - Mental Health Inpatients
   - NHS
+techniques:
+  - Machine Learning
 author:
   - name: Iain Waring
     affiliation: Birmingham & Solihull Mental Health NHS Foundation Trust

diff --git a/previous_projects/hsma_4/h4_reducing_travel_times_cardiac_patients/index.qmd b/previous_projects/hsma_4/h4_reducing_travel_times_cardiac_patients/index.qmd
@@ -7,6 +7,11 @@ categories:
   - Cardiology
   - Location Optimisation
   - NHS
+techniques:
+  - Mapping
+  - Travel Times
+  - Streamlit
+  - Location Optimisation
 author:
   - name: Glenn Ubly
     affiliation: NHS England Specialised Commissioning – South East Region

diff --git a/previous_projects/hsma_4/h4_service_planning_inequalities_carbon_output/index.qmd b/previous_projects/hsma_4/h4_service_planning_inequalities_carbon_output/index.qmd
@@ -8,6 +8,9 @@ categories:
   - Carbon Emissions
   - Health Equity Audits
   - NHS
+techniques:
+  - Machine Learning
+  - Automation
 author:
   - name: Matt Eves
     affiliation: Derbyshire Community Health Services NHS

diff --git a/previous_projects/hsma_4/h4_spatial_modelling_crime/index.qmd b/previous_projects/hsma_4/h4_spatial_modelling_crime/index.qmd
@@ -5,6 +5,10 @@ categories:
   - Geostatistics
   - QGIS
   - Police
+techniques:
+  - Mapping
+  - Geostatistics
+  - QGIS
 author:
   - name: Anupma Wadhera
     affiliation: TBC

diff --git a/previous_projects/hsma_5/h5_5002_nlp_drug_content/index.qmd b/previous_projects/hsma_5/h5_5002_nlp_drug_content/index.qmd
@@ -14,6 +14,10 @@ author:
     affiliation: Derbyshire Police
   - name: Tom Haddock
     affiliation: Greater Manchester Police
+organisations:
+  - Bedfordshire Police
+  - Derbyshire Police
+  - Greater Manchester Police
 image: "5r2xrx9d.bmp"
 title-block-banner: ../../banner.png
 pub-info:

diff --git a/...a_5/h5_5008_multiobjective_neonatal_optimisation/assets/2024-10-24-16-56-01.png b/...a_5/h5_5008_multiobjective_neonatal_optimisation/assets/2024-10-24-16-56-01.png
diff --git a/previous_projects/hsma_5/h5_5008_multiobjective_neonatal_optimisation/index.qmd b/previous_projects/hsma_5/h5_5008_multiobjective_neonatal_optimisation/index.qmd
@@ -10,7 +10,6 @@ techniques:
   - Mapping
   - Location Optimization
   - Discrete Event Simulation
-  - Streamlit
 author:
   - name: Duncan Galletly
     affiliation: North West Neonatal Operational Delivery Network
@@ -22,7 +21,23 @@ pub-info:
   links:
   - name: Video
     url: https://www.youtube.com/watch?v=Fsn_PTGCERI&list=PLgHO2TgIJXdl1MvfkwCGJ6n8_1EYCSzex&index=8
+    icon: fa-brands fa-youtube
 ---
 
+In this project, the optimum location for 22 neonatal care sites across North West England was explored.
+
+The algorithm chosen gave equal weighting to the goals of
+
+- minimising average travel time
+- maximising the proportion of people within 30 minutes
+- minimising the maximum possible distance travelled
+- maximising the number of care episodes taking place in level 3 NICU units
+- maximising the minimum number of admissions per year (i.e. trying to avoid units with very low numbers of admissions)
+- minimising the largest number of admissions per year (i.e. trying to avoid units with very high numbers of admissions)
+- maximising the proportion within 30 mintues and in level 3 NICU units
+
+This was then built into a discrete event simulation model and a dashboard, allowing a range of scenarios to be explored by stakeholders.
+
+![](assets/2024-10-24-16-56-01.png)
 
 {{< video https://www.youtube.com/watch?v=Fsn_PTGCERI&list=PLgHO2TgIJXdl1MvfkwCGJ6n8_1EYCSzex&index=8 >}}
diff --git a/previous_projects/projects_by_methods.qmd b/previous_projects/projects_by_methods.qmd
@@ -12,7 +12,7 @@ listing:
       categories: false
       include:
         categories: "Discrete Event Simulation"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: network_analysis_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -21,7 +21,7 @@ listing:
       categories: false
       include:
         categories: "Network Analysis"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: reporting_automation_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -30,7 +30,7 @@ listing:
       categories: false
       include:
         categories: "Automation"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: mapping_location_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -39,7 +39,7 @@ listing:
       categories: false
       include:
         categories: "{Location Optimisation,Location Optimization,Mapping,Travel Times,QGIS,Geostatistics}*"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: forecasting_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -48,7 +48,7 @@ listing:
       categories: false
       include:
         categories: "{Forecasting,Prophet}*"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: nlp_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -57,7 +57,7 @@ listing:
       categories: false
       include:
         categories: "{Natural Language Processing,Natural Language Processing (NLP),Named Entity Recognition}*"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: ml_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -66,7 +66,7 @@ listing:
       categories: false
       include:
         categories: "{Machine Learning}*"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: streamlit_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -75,7 +75,7 @@ listing:
       categories: false
       include:
         categories: "{Streamlit}*"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
 ---
 
 ## Discrete Event Simulation

diff --git a/previous_projects/projects_by_organisation.qmd b/previous_projects/projects_by_organisation.qmd
@@ -12,7 +12,7 @@ listing:
       categories: false
       include:
         categories: "NHS"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: police_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -21,7 +21,7 @@ listing:
       categories: false
       include:
         categories: "Police"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
     - id: council_projects
       contents: "*/*/index.qmd"
       sort: "date desc"
@@ -30,7 +30,7 @@ listing:
       categories: false
       include:
         categories: "Council"
-      # template: ../html/previous_projects/listing.ejs
+      template: ../html/previous_projects/listing.ejs
 ---
 
 ## NHS