Projects By Topic

AI

• Using deep learning to detect adrenal lesions in CT scans
• AI Deep Dive
• AI Dictionary
• AI Ethics in Practice at NHS England
• NHS AI Lab Skunkworks
• Exploring how to create mock patient data (synthetic data) from real patient data
• Predicting negligence claims with NHS Resolution
• NHS.UK: Automatic Moderation of Ratings & Reviews

AKI

• Renal Health Prediction

AMBULANCE

• Ambulance Handover Delay Predictor

BAYESIAN FORECASTING

• Bed allocation

BEST PRACTICE

• AI Deep Dive
• AI Ethics in Practice at NHS England
• How to Assess the Privacy of Unstructured Data
• NHS Reproducible Analytical Pipelines (RAP) Champion Squad
• Overview - Data Linkage Hub
• Data Linkage Community of Practice (DL CoP)
• MPS Documentation - the Person_ID handbook
• Quality Assurance Framework for Data Linkage

CATBOOST

• Inequalities in Diabetes from PHM Data

CLASSIFICATION

• Using deep learning to detect adrenal lesions in CT scans
• NHS AI Lab Skunkworks
• Ambulance Handover Delay Predictor
• Long Stayer Risk Stratification Baseline Models
• Predicting negligence claims with NHS Resolution
• Parkinson's Disease Pathology Prediction

COMPUTER VISION

• Using deep learning to detect adrenal lesions in CT scans
• CT Alignment and Lesion Detection

CONTRASTIVE-LEARNING

• TxtRayAlign

CT

• CT Alignment and Lesion Detection

DAG

• Developing our SynthVAE code

DATA VALIDATION

• Reusable New Data Product Validation Functions

DATA WRANGLERS

• Reusable New Data Product Validation Functions

DEEP LEARNING

• Parkinson's Disease Pathology Prediction
• Renal Health Prediction

DICTIONARY

• AI Dictionary

DOCUMENTATION

• AI Ethics in Practice at NHS England

ETHICS

• AI Ethics in Practice at NHS England

EXPLAINABILITY

• Investigating Superpixels in LIME for Explaining Predictions of Facial Images
• Data Linkage Community of Practice (DL CoP)
• MPS Documentation - the Person_ID handbook
• Quality Assurance Framework for Data Linkage

GAN

• Creating a Generic Adversarial Attack for any Synthetic Dataset
• Long Stayer Risk Stratification

GAUSSIAN MIXTURE MODEL

• Developing our SynthVAE code

GENAI

• Retrieval Augmented Generation

GENERATION

• Adding a Clinical Focus to Evaluating Multi-Modal Data Representations
• Developing Artificial Primary Care Records

GENETIC ALGORITHM

• Nursing Placement Schedule Optimisation Tool

GREEDY ALLOCATION

• Bed allocation

GUIDANCE

• AI Deep Dive
• AI Ethics in Practice at NHS England

HOSPITAL

• Accident and Emergency (A&E) Forecasting Tool
• Bed allocation

HYPERGRAPHS

• Exploring Hypergraphs as a Technique for Understanding Impact of Co-Morbidities
• Including Mortality in our Implementation of Hypergraphs

IMAGE REGISTRATION

• CT Alignment and Lesion Detection

JAVASCRIPT

• AI Dictionary
• Data Lens

KEDRO

• Synthetic Data Generation Pipeline

LESION DETECTION

• Using deep learning to detect adrenal lesions in CT scans
• NHS AI Lab Skunkworks

LIME

• Investigating Superpixels in LIME for Explaining Predictions of Facial Images

LINKAGE

• Enriching Clinical Coding for Neurology Pathways using MedCAT
• Overview - 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

LLM

• Building a Tool to Assess the Privacy Risk of Text Data
• Retrieval Augmented Generation
• Building a Tool to Assess the Privacy Risk of Text Data - Extended
• Investigating Applying and Evaluating a Language Model to Patient Safety Data

LOGISTIC REGRESSION

• Inequalities in Diabetes from PHM Data

LOS

• Long Stayer Risk Stratification Baseline Models
• Long Stayer Risk Stratification

MCR

• Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions

MEDCAT

• Enriching Clinical Coding for Neurology Pathways using MedCAT

MIMIC

• Synthetic Data Generation Pipeline

ML

• NHS.UK: Automatic Moderation of Ratings & Reviews

MODELLING

• Accident and Emergency (A&E) Forecasting Tool

MONTE CARLO

• Accident and Emergency (A&E) Forecasting Tool
• Bed allocation

MORTALITY

• Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions
• Including Mortality in our Implementation of Hypergraphs

MULTI-MODAL

• TxtRayAlign
• Adding a Clinical Focus to Evaluating Multi-Modal Data Representations

NAMED ENTITY RECOGNITION

• Building a Tool to Assess the Privacy Risk of Text Data - Extended
• Enriching Clinical Coding for Neurology Pathways using MedCAT

NEURAL NETWORKS

• Examining whether recruitment data can, and should, be used to train AI models for shortlisting interview candidates
• Long Stayer Risk Stratification
• Parkinson's Disease Pathology Prediction
• Renal Health Prediction

NHS.UK

• NHS.UK: Automatic Moderation of Ratings & Reviews

NHSE_SDE

• Reusable New Data Product Validation Functions

NLP

• Considerations for Building a Language Corpus with a Focus on the NHS
• Examining whether recruitment data can, and should, be used to train AI models for shortlisting interview candidates
• Data Lens
• Retrieval Augmented Generation
• TxtRayAlign
• Text Analysis using Structural Topic Modelling
• Adding a Clinical Focus to Evaluating Multi-Modal Data Representations
• Investigating Applying and Evaluating a Language Model to Patient Safety Data
• NHS.UK: Automatic Moderation of Ratings & Reviews

OPENSAFELY

• Working with a Trusted Research Environment - the NHS @Home programme

OPTIMISATION

• Nursing Placement Schedule Optimisation Tool

PARKINSONS

• Parkinson's Disease Pathology Prediction

PATHOLOGY

• Parkinson's Disease Pathology Prediction

PATHWAYS

• Building the Foundations for a Generic Patient Simulator

PII

• How to Assess the Privacy of Unstructured Data

PREDICTION

• Ambulance Handover Delay Predictor
• Predicting negligence claims with NHS Resolution

PRIMARY CARE

• Developing Artificial Primary Care Records

PRIVACY

• How to Assess the Privacy of Unstructured Data
• Building a Tool to Assess the Privacy Risk of Text Data
• Exploring how to create mock patient data (synthetic data) from real patient data
• Building a Tool to Assess the Privacy Risk of Text Data - Extended
• Synthetic Data Generation Pipeline

PROBABILISTIC MODEL

• Probabilistic Linkage Model

PUBLICATIONS

• Connected Publications

PYTHON

• NHS AI Lab Skunkworks
• Ambulance Handover Delay Predictor
• Bed allocation
• Building a Tool to Assess the Privacy Risk of Text Data
• Exploring how to create mock patient data (synthetic data) from real patient data
• CT Alignment and Lesion Detection
• Data Lens
• NHS Reproducible Analytical Pipelines (RAP) Champion Squad
• Building a Tool to Assess the Privacy Risk of Text Data - Extended
• Long Stayer Risk Stratification Baseline Models
• Long Stayer Risk Stratification
• Nursing Placement Schedule Optimisation Tool
• Working with a Trusted Research Environment - the NHS @Home programme
• Investigating Differential Privacy in a Variational AutoEncoder for Synthetic Data Generation
• Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions
• Developing our SynthVAE code
• TxtRayAlign
• Investigating Superpixels in LIME for Explaining Predictions of Facial Images
• Adding a Clinical Focus to Evaluating Multi-Modal Data Representations
• Inequalities in Diabetes from PHM Data
• Investigating Applying and Evaluating a Language Model to Patient Safety Data
• Parkinson's Disease Pathology Prediction
• Renal Health Prediction
• Reusable New Data Product Validation Functions
• Developing Artificial Primary Care Records
• Synthetic Data Generation Pipeline
• Overview - Data Linkage Hub
• Probabilistic Linkage Model

PYTORCH

• Investigating Applying and Evaluating a Language Model to Patient Safety Data

QUALITY

• AI Ethics in Practice at NHS England
• Exploring how to create mock patient data (synthetic data) from real patient data
• Overview - Data Linkage Hub

R

• NHS Reproducible Analytical Pipelines (RAP) Champion Squad
• Text Analysis using Structural Topic Modelling

RANDOM FOREST

• Ambulance Handover Delay Predictor

RAP

• NHS Reproducible Analytical Pipelines (RAP) Champion Squad
• Reusable New Data Product Validation Functions

REACT

• AI Dictionary

REGRESSION

• Long Stayer Risk Stratification Baseline Models

RESEARCH

• AI Ethics in Practice at NHS England

RESPIRATORY

• Using Model Class Reliance to Understand the Impact of Commerical Data on Predictions

RETRIEVAL

• TxtRayAlign

RISK MODEL

• Long Stayer Risk Stratification Baseline Models
• Long Stayer Risk Stratification

RNN

• Renal Health Prediction

SAIL

• Exploring Hypergraphs as a Technique for Understanding Impact of Co-Morbidities

SCRAPING

• Data Lens

SDE

• Reusable New Data Product Validation Functions

SEMANTIC SEARCH

• Data Lens

SIMULATION

• Building the Foundations for a Generic Patient Simulator
• Applying our SynPath Simulator to a Diabetes Pathway

SNOMED CT

• Enriching Clinical Coding for Neurology Pathways using MedCAT

STRUCTURAL TOPIC MODELLING

• Text Analysis using Structural Topic Modelling

SYNTHETIC DATA

• Building the Foundations for a Generic Patient Simulator
• Creating a Generic Adversarial Attack for any Synthetic Dataset
• Exploring how to create mock patient data (synthetic data) from real patient data
• Investigating Differential Privacy in a Variational AutoEncoder for Synthetic Data Generation
• Parkinson's Disease Pathology Prediction
• Developing Artificial Primary Care Records
• Synthetic Data Generation Pipeline

TABULAR DATA

• Creating a Generic Adversarial Attack for any Synthetic Dataset

TEXT DATA

• Building a Tool to Assess the Privacy Risk of Text Data
• Building a Tool to Assess the Privacy Risk of Text Data - Extended

TIME SERIES

• Ambulance Handover Delay Predictor
• Renal Health Prediction

TRANSPARENCY

• AI Ethics in Practice at NHS England

TRE

• Working with a Trusted Research Environment - the NHS @Home programme

UNSTRUCTURED DATA

• How to Assess the Privacy of Unstructured Data
• Building a Tool to Assess the Privacy Risk of Text Data - Extended

URGENT CARE

• Accident and Emergency (A&E) Forecasting Tool

UTILITY

• Exploring how to create mock patient data (synthetic data) from real patient data

VAE

• Exploring how to create mock patient data (synthetic data) from real patient data
• Investigating Differential Privacy in a Variational AutoEncoder for Synthetic Data Generation
• Developing our SynthVAE code
• Synthetic Data Generation Pipeline