Separated into different stages - complete, dissemination, delivery, and discovery

Complete

• Discrete Event Simulation - Ambulances

  Martina Fonseca

  Proof of concept simmer discrete event simulation for the ambulance setting - used at NHS-R 2022 Conference

  Ambulance Discrete event simuation RSimmer

• STM for survey data

  Anna Linton & Paul Carroll

  Application of Structural Topic Modelling and visualisation of insights. Currently private repo but being made public soon

  Free Text Analysis STM R

• Txt-Ray Align

  Dekai Zhang & Dan Schofield

  Code to contrastively train and align text and image encoders and evaluate them on an image-to-text retrieval task using MIMIC-CXR. Currently private repo but being made public soon

  Image Encoder Text Encoder Python

• Model Class Reliance

  Elizabeth Dolan

  Internship project investigating the use of MCR to identify the value of including commerical sales data in respiratory predictions

  Model Explainability Commercial Data Python

• AIF ALlocation Streamlit Tool

  Craig Shenton & Christopher Todd

  Tool built to support need based allocations

  Collaborative Analytics Streamlit Python

• Open Cyber

  Martina Fonseca

  Summary statistics from the DSPT 2020/21 toolkit

  Cyber Security Compliance Open Analytics

• GP Mapping

  Mattia Ficarelli

  This page tracks the number of patients registered at individual GP Practices

  Primary Care Mapping Open Analytics

• The Prescribing Cost of Antibiotics

  Mattia Ficarelli

  Plotly chart and folium map visualizing the prescribing cost of the antibiotics Amoxicillin, Doxycycline Hyclate and Caefalexin for Clinical Commissioning Groups (CCGs)

  Open Analytics Open Prescribing Python

• Open Healthcare Statistics

  Craig Shenton, Adam Ivison (NHS BSA), Arouba Zubair, Mary Amanuel

  Collecting statistics on open-source NHS and healthcare related code repositories

  Open Analytics GitHub Python

• Digital Health Insights

  Mary Amanuel, Craig Shenton

  What can the 2021 GP Patient Survey tell us about access to online general practice services?

  GP Patient Survey Digital Health Open Analytics

• Open Analytics Template

  Craig Shenton

  NHS.UK themed template for open analytics projects. Build your own open source end-to-end analytical tool using python, plotly, github.io, and github actions.

  Open Analytics GitHub Python

• eLfH-PHM-RiskStrat

  Matthew Francis (PHE) and Martina Fonseca

  Risk Stratification - A practical example in R to accompany the HEE e-LfH module.

  R Prediction Analytics

• NHS App Analytics Dashboard

  Arouba Zubair, Mary Amanuel

  The NHS App dashboard enables you to see how many patients are using the NHS App across England, and which features they are using. It can be accessed by anyone with an NHS email address.

  Dashboard NHS App Analytics

• Social Care Connectivity Devices

  Craig Shenton

  NHSX led programme to procure and gift 11,000 (data-enabled) iPads to care homes in response to COVID-19.

  Care Homes IPads Analytics

• Transform

  Jonny Pearson

  Methodology to calculate impact of aging population on activity forecasts.

  Forecasts b-spline linear

• NHSX Academic publications

  Martina Fonseca

  Displaying statistics on NHS and NHSX-affiliated publications on Pubmed.

  Open Analytics Publications Python

• SynPath - Diabetes

  Jonny Pearson (on behalf of Tiyi Morris)

  SynPath module for generating type 2 diabetes pathway

  PhD Data Science Intern Scheme Simulation Synthetic

Delivery

• Time Series Forecasting

  Milan Storey & Paul Carroll

  Base starting code for comparative forecasting developed as part of a DDaT placement

  Forecasting Prophet SARIMA

• Privacy Fingerprint

  Dan Schofield & Jonny Pearson

  Public facing materials for our commission on creating a tool to identify sensitive elements beyond PII in text

  Text Data Privacy NLP

• System Hierarchies

  Faaiz Shanawas

  Aiming to visualise and represent the structure and mapping of different NHS organisations

  Structure Mapping Python NHS

• Travel Times

  Mattia Ficarelli & Paul Carroll

  PoC for an interactive mapping tool to support decision-making.

  Mapping OSMnx Python

• SynPath

  Jonny Pearson

  A library for generating synthetic electronic health records in FHIR v4 format using agent-based modeling to simulate patient pathways.

  Simulation Synthetic FHIR

• AU Data Engineering - Azure Databricks

  Craig Shenton & Mattia Ficarelli

  Our public facing store of code used to transform our data flows using databricks compute

  Data Engineering Azure ETL Pipelines

• AU Azure Databricks CICD

  Mattia Ficarelli & Abdu Nuhu

  CICD implementation of our engineering pipelines

  Data Engineering Azure ETL Pipelines

• AU Data Engineering

  Craig Shenton & Mattia Ficarelli

  Our public facing store of code used to orchestrate our data flows

  Data Engineering Azure ETL Pipelines

• Tableau Analytics

  Ollie Jones & Mattia Ficarelli

  Contains Tableau workbooks for NHSX analytics projects.

  Data Engineering Tableau Business Intelligence

• SynthVAE

  Jonny Pearson (on behalf of Dom Danks)

  Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics

  PhD Data Science Intern Scheme Variational AutoEnconder Synthetic

Discovery