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NHS England Data Science
The latest techniques, applied to real business problems for the benefit of the patient.
About Data Science in NHS England
Explore our work and its impact
See our PhD Internship Scheme
A showcase of some of our projects!
NHS England Data Science
NHS England Data Science Website
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Data Science in NHS England
Projects
Projects
Projects By Topic
Past/Current Projects
Past/Current Projects
Current Projects
Current Projects
AI Dictionary
Data Linkage Hub
NHS.UK: Automatic Moderation of Ratings & Reviews
NHS Reproducible Analytical Pipelines (RAP) Champion Squad
Building a Tool to Assess the Privacy Risk of Text Data - Extended
Accident and Emergency (A&E) Forecasting Tool
Reusable New Data Product Validation Functions
Retrieval Augmented Generation
Developing Artificial Primary Care Records
Past Projects
Past Projects
2023
2023
Examining whether recruitment data can, and should, be used to train AI models for shortlisting interview candidates
NHS AI Lab Skunkworks
Using deep learning to detect adrenal lesions in CT scans
Enriching Clinical Coding for Neurology Pathways using MedCAT
Including Mortality in our Implementation of Hypergraphs
Parkinson's Disease Pathology Prediction
Building a Tool to Assess the Privacy Risk of Text Data
2022
2022
Adding a Clinical Focus to Evaluating Multi-Modal Data Representations
Ambulance Handover Delay Predictor
Investigating Applying and Evaluating a Language Model to Patient Safety Data
Bed allocation
Building the Foundations for a Generic Patient Simulator
Inequalities in Diabetes from PHM Data
Investigating Superpixels in LIME for Explaining Predictions of Facial Images
Long Stayer Risk Stratification Baseline Models
Nursing Placement Schedule Optimisation Tool
How to Assess the Privacy of Unstructured Data
Renal Health Prediction
Exploring how to create mock patient data (synthetic data) from real patient data
Synthetic Data Generation Pipeline
Exploring Hypergraphs as a Technique for Understanding Impact of Co-Morbidities
2021
2021
AI Deep Dive
CT Alignment and Lesion Detection
Creating a Generic Adversarial Attack for any Synthetic Dataset
Developing our SynthVAE code
Investigating Differential Privacy in a Variational AutoEncoder for Synthetic Data Generation
Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions
Long Stayer Risk Stratification
Considerations for Building a Language Corpus with a Focus on the NHS
Working with a Trusted Research Environment - the NHS @Home programme
Predicting negligence claims with NHS Resolution
Applying our SynPath Simulator to a Diabetes Pathway
Text Analysis using Structural Topic Modelling
TxtRayAlign
2020
2020
Data Lens
Main Work Areas
Main Work Areas
Predictive Analytics Products
Predictive Analytics Products
Ambulance Handover Delay Predictor
Bed allocation
Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions
Long Stayer Risk Stratification
Long Stayer Risk Stratification Baseline Models
Parkinson's Disease Pathology Prediction
Predicting negligence claims with NHS Resolution
Renal Health Prediction
Accident and Emergency (A&E) Forecasting Tool
Data Science for Linked/Longitudinal Data
Data Science for Linked/Longitudinal Data
Data Linkage Hub
Data Linkage Hub
Probabilistic Linkage Model
Data Linkage Community of Practice (DL CoP)
MPS Documentation - the Person_ID handbook
Quality Assurance Framework for Data Linkage
Inequalities in Diabetes from PHM Data
Natural Language Processing Products
Natural Language Processing Products
Examining whether recruitment data can, and should, be used to train AI models for shortlisting interview candidates
Data Lens
NHS.UK: Automatic Moderation of Ratings & Reviews
Building a Tool to Assess the Privacy Risk of Text Data
Building a Tool to Assess the Privacy Risk of Text Data - Extended
Data Science Capability
Data Science Capability
AI Deep Dive
AI Dictionary
NHS AI Lab Skunkworks
Working with a Trusted Research Environment - the NHS @Home programme
NHS Reproducible Analytical Pipelines (RAP) Champion Squad
Research & Development
Research & Development
Computer Vision retired
Computer Vision retired
CT Alignment and Lesion Detection
Using deep learning to detect adrenal lesions in CT scans
Investigating Superpixels in LIME for Explaining Predictions of Facial Images
Natural Language Processing
Natural Language Processing
Adding a Clinical Focus to Evaluating Multi-Modal Data Representations
Investigating Applying and Evaluating a Language Model to Patient Safety Data
Enriching Clinical Coding for Neurology Pathways using MedCAT
Considerations for Building a Language Corpus with a Focus on the NHS
How to Assess the Privacy of Unstructured Data
Text Analysis using Structural Topic Modelling
TxtRayAlign
Representations of Complex Data
Representations of Complex Data
Including Mortality in our Implementation of Hypergraphs
Exploring Hypergraphs as a Technique for Understanding Impact of Co-Morbidities
Synthetic Data
Synthetic Data
Creating a Generic Adversarial Attack for any Synthetic Dataset
Developing our SynthVAE code
Investigating Differential Privacy in a Variational AutoEncoder for Synthetic Data Generation
Building the Foundations for a Generic Patient Simulator
Developing Artificial Primary Care Records
Applying our SynPath Simulator to a Diabetes Pathway
Exploring how to create mock patient data (synthetic data) from real patient data
Synthetic Data Generation Pipeline
Nursing Placement Schedule Optimisation Tool
SDE Service Data Wranglers
SDE Service Data Wranglers
Reusable New Data Product Validation Functions
Connected Publications
PhD Internship Scheme
Articles
Articles
Archive
Archive
2024
2023
Categories
Categories
Annotation Tools
LLMs
Privacy
Python
RAP
Playbooks
Useful Links
Site Info
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