nhsx/nhs-app-analytics-dashboard

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nhsx/nhs-app-analytics-dashboard

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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.

covid-chest-imaging-database

NHSX and the British Society of Thoracic Imaging (BSTI) have formed a joint partnership in order to create a national database of chest X-ray and CT images. This is to enable the validation and development of automated analysis technologies, and to promote research projects in response to the COVID-19 pandemic.

covid-pass-verifier

The COVID Pass Verifier app is the official NHS COVID Pass Verifier for England and Wales. NHS COVID Pass Verifier app is a secure way to scan an individual’s NHS COVID Pass and check that they have been fully vaccinated against COVID-19, had a negative test, or have recovered from COVID-19.

open-source-policy

Open Source Policy development for the NHS

SynthVAE

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

nhsx-website

NHSX Website - built with Wagtail

antibody-web

Web application for finger prick covid19 antibody Lateral Flow Tests (LFT) and interpreting results

open-source-fhir-server

Open source fhir server

skunkworks-long-stayer-risk-stratification

NHS AI Lab Skunkworks project: Long Stayer Risk Stratification

skunkworks-synthetic-data

A pipeline for generating and evaluating synthetic data generation models. Currently using SynthVAE to demonstrate functionality. Read more about the project here: https://nhsx.github.io/skunkworks/synthetic-data-pipeline

algorithm-library

A curated list of algorithms and datasets. All content hosted elsewhere. NHSX is not responsible for the contents of external links.

skunkworks-bed-allocation

NHS AI Lab Skunkworks project: Bed Allocation

nhs_time_of_travel

This GitHub repository and accompanying webpage contain the initial proof of concept and exploratory analysis for the design of a holistic and interactive mapping tool to support decision-making in health and social care.

old-nhsx-website

⚠️ This repository has been deprecated and is now read only

nhsx-internship-projects

NHS England PhD Internship Projects Pages

skunkworks-data-lens

NHS AI Lab Skunkworks’ project: Data Lens

SynPath

Proof Of Concept - Open Patient Pathway Generator using and an agent based approach

skunkworks-long-stayer-risk-stratification-baseline

Baseline models for predicting Length of Stay

Jupyter Notebook

ai-dictionary

Prototype AI Dictionary from the NHS AI Lab

nccid-cleaning

Cleaning pipeline for the the National COVID-19 Chest Imaging Database (NCCID) clinical data.

HSMA4-12-DES-rheum

HSMA4 project - Discrete Event Simulation - The role of Patient Initiated Follow-up in supporting the elective recovery in rheumatology

Jupyter Notebook

skunkworks-parkinsons-detection

Automatic segmentation and detection of Parkinson’s disease pathology using synthetic staining and deep neural networks

au-tableau-analytics

NHSX AU-Data Engineering - Tableau Analytics

stm-survey-text

Structural Topic modelling Code to gain insights from free text responses to NHS surveys and their associated metadata

au-azure-databricks

NHSX AU-Data Engineering - Azure Databricks Analytics

open-analytics-template

NHS.UK themed template for open analytics projects

ELM4PSIR

ELM4PSIR - Exploring Language Modelling for (NHS) Patient Safety Incident Reports - DART PhD Internship Project

Jupyter Notebook

nccid-validation-infrastructure

Terraform templates for deploying all the necessary cloud infrastructure to run an external validation of an AI model.

open-source-imaging-data-sets

Repository of open source imaging data sets

AnalyticsUnit

What we'll do, are doing, have done

LIME-XAI-Facial-Disease-Classification

Data Science Internship Scheme project investigating if a LIME application using superpixels is appropriate for facial healthcare image classification

Jupyter Notebook

skunkworks-ct-alignment-lesion-detection

NHS AI Lab Skunkworks project: CT Alignment and Lesion Detection

Mental-Health

commercial-data-healthcare-predictions

Investigation of the value of commercial sales data on respiratory death predictions using Model Class Reliance

Jupyter Notebook

standards-registry

The service powering the NHS standards directory

hypergraphical

Repository for Hypergraph Animations and the Hypergraphs for Multimorbidity streamlit App

nhsx-prototype

Design prototypes for the NHSX website

au-data-engineering

NHSX AU-Data Engineering - Documentation

au-azure-databricks-cicd

NHS England and NHS Improvement AU-Data Engineering - Azure Databricks Analytics

skunkworks-nursing-placement-schedule-optimisation

A tool to find optimal nursing student placement schedules, applying a genetic algorithm to explore the problem space.

dt-public

Digital Transformation Technology team public git repo, mainly hosting architecture as code Plant UML diagrams and other public resources.

we-are-hiring

Job opportunities at NHSx

skunkworks-adrenal-lesions-detection

Detecting adrenal lesions in CT scans using a 2.5D deep learning model.

Jupyter Notebook

patient-online-mapping

Exploring geographic usage of Patient Online services [In Development]

admitme

Admit me proof of concept software

nhsx-publications

Academic publications from NHSX projects

txt-ray-align

Exploring contrastive alignment of image and text encoders for image-based radiology report retrieval and generation, and identification of possible evaluation metrics

hypergraph-mm

A framework built to perform the multi-morbidity hypergraph calculations, completed as part of the DART PhD Internship Scheme working with the SAIL DataBank

open-cyber

A webpage giving select headline stats on cybersecurity compliance in healthcare organisations

international-patient-summary

NHS England International Patient Summary

il-keebd

USB-OTG keyboard daemon for raspberry pi

transform

Methodology to calculate impact of aging population on activity forecasts

NHS-Language-Corpus

⚠️ This repository has been deprecated and is now read only. NHSX PhD Internship Projects are now available here - https://github.com/nhsx/nhsx-internship-projects

standards-registry-discovery

PrivacyFingerprint

Materials and associated code for privacy of unstructured text calculation

self-isolation-prototype

dna-risk-predict

DNAttend - Experimental ML framework for predicting patient non-attendance

language-corpus-tools

NHS Language Corpus Tools - Discovery

digital-health-insights

Digital Health Insights

Jupyter Notebook

Time_Series_Forecasting_MS

Jupyter Notebook

online-services-demographic-modelling

In Develeopment

Jupyter Notebook

digitisation-index

SynPath_Diabetes

SynPath module for generating type 2 diabetes pathway

ASC_EC_characterisation_codebase

Codebase for descriptive statistics on A&E activity among care home patients.

eLfH-PHM-RiskStrat

A worked example to support the e-Learning for Health (e-LfH) PHM Risk Stratification Module.

skunkworks-template

Template for publication of skunkworks projects

skunkworks

Skunkworks technical website

data-lens-query-validator

Check if data related query returns correct URL in search results

Jupyter Notebook

il-magic-scanner

Writeup of the build of a prototype phone scanner

Exploring-data-representations

⚠️ This repository has been deprecated and is now read only. NHSX PhD Internship Projects are now available here - https://github.com/nhsx/nhsx-internship-projects

morbidity_network_analysis

Synthetic-Data-Exploration-Probabilistic-Graphical-Models

⚠️ This repository has been deprecated and is now read only. NHSX PhD Internship Projects are now available here - https://github.com/nhsx/nhsx-internship-projects

social-care-connectivity-devices

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

diabetes-inequalities

ESNEFT Analysis - Diabetes Inequalities, part of a DART PhD Internship Project on Inequalities in Population Health Data with a focus on Diabetes