Project Tags
Below the tags are sorted by categories (Project Status, Data Sources, Domain Areas, Techniques, Coding Language, Data Types, Evaluation Metrics, and Project Type), however if you would like an alphabetical list of all of the tags it can be found here.
-
Domain Areas
-
Techniques
-
Project Type (exploratory, modeling, etc.)
-
Data Types
Structure
Data modality
Data Accessibility/Privacy
-
Coding Language
-
Status
Deployment Level
Alphabetical List of Tags
BEST PRACTICE
- AI Assurance Research Path
- AI Deep Dive Workshops
- AI Ethics in Practice
- Data Linkage Community of Practice
- Privacy of Unstructured Data
- Quality Assurance Framework for Data Linkage
- Reproducible Analytical Pipelines Squad
- __index.md
CLASSIFICATION
- AI Assurance Research Path
- AI Skunkworks Team
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Impact of Commercial Data on Predictions
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- Long Stayer Risk Stratification Baseline Models
- Parkinson's Disease Pathology Prediction
- Predicting Negligence Claims
- Renal Health Prediction
COMPLETE
- AI Deep Dive Workshops
- AI Dictionary
- AI Models for Shortlisting Interview Candidates
- AI Skunkworks Team
- Adding a Clinical Focus to Evaluating MM Data Representations
- Applying & Evaluating a Language Model to Patient Safety Data
- Bed Allocation
- CT Alignment & Lesion Detection
- Creating a Generic Adversarial Attack for Synthetic Data
- Data Lens
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Developing SynthVAE
- Impact of Commercial Data on Predictions
- Inequalities in Diabetes from PHM Data
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- MPS Handbook
- NHS @Home Programme
- NHS.UK Automatic Moderation of Ratings & Reviews
- Nursing Placement Scheduled Optimisation
- Parkinson's Disease Pathology Prediction
- Predicting Negligence Claims
- Privacy of Unstructured Data
- Quality Assurance Framework for Data Linkage
- Redbox Copilot
- Renal Health Prediction
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
- Text Analysis using Structural Topic Modelling
- TxtRayAlign
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
COMPUTER VISION
- AI Assurance Research Path
- CT Alignment & Lesion Detection
- Deep Learning to Detect Adrenal Lesions in CT Scans
DATA VALIDATION
- Creating a Generic Adversarial Attack for Synthetic Data
- NHS @Home Programme
- NHS.UK Automatic Moderation of Ratings & Reviews
- Reusable Data Validation Process
- Tool to Assess Privacy Risk of Text Data
DEEP LEARNING
DEPLOYED
- A&E Forecasting Tool
- NHS.UK Automatic Moderation of Ratings & Reviews
- Quality Assurance Framework for Data Linkage
- Reusable Data Validation Process
- Text Analysis using Structural Topic Modelling
DISEASES
- CVD Pathways
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Impact of Commercial Data on Predictions
- Inequalities in Diabetes from PHM Data
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- Parkinson's Disease Pathology Prediction
- Primary Care Data Generator
- Renal Health Prediction
- SynPath Simulator on Diabetes Pathway
DOCUMENTATION
EMERGENCY CARE
ETHICS
- AI Ethics in Practice
- Creating a Generic Adversarial Attack for Synthetic Data
- Data Linkage Community of Practice
- Inequalities in Diabetes from PHM Data
- Privacy of Unstructured Data
- Tool to Assess Privacy Risk of Text Data - Extended
EXPERIMENTAL
- Adding a Clinical Focus to Evaluating MM Data Representations
- Applying & Evaluating a Language Model to Patient Safety Data
- CT Alignment & Lesion Detection
- Data Lens
- Impact of Commercial Data on Predictions
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- NHS Language Corpus
- Nursing Placement Scheduled Optimisation
- Predicting Negligence Claims
- Renal Health Prediction
- Synthetic Data Generation Pipeline
- TxtRayAlign
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
EXPLAINABILITY
- Data Linkage Community of Practice
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- MPS Handbook
- Quality Assurance Framework for Data Linkage
FINANCIAL
FORECASTING
- A&E Forecasting Tool
- Ambulance Handover Delay Predictor
- Bed Allocation
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
GENERATION
- Data Lens
- Differential Privacy in a VAE for Synthetic Data Generation
- Generic Patient Simulator
- NHS Synth
- Primary Care Data Generator
- Redbox Copilot
- SynPath Simulator on Diabetes Pathway
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
GENOMICS DATA
IN DEVELOPMENT
LINKAGE
- Better Matching Algorithm
- CVD Pathways
- Data Linkage Community of Practice
- Embedded Data Scientists in the National Disease Registration Service
- MPS Handbook
- Quality Assurance Framework for Data Linkage
- __index.md
- ePMA Auto Coding
LLM
- AI Assurance Research Path
- AI Models for Shortlisting Interview Candidates
- Applying & Evaluating a Language Model to Patient Safety Data
- Clinical Measurement Extractor
- Investigating Privacy Risks and Mitigations in Healthcare Language Models
- RAG
- Redbox Copilot
- Synthetic Clinical Notes
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
MACHINE LEARNING
- AI Assurance Research Path
- Ambulance Handover Delay Predictor
- CT Alignment & Lesion Detection
- Cancer high-risk cohorts
- Clinical Measurement Extractor
- Impact of Commercial Data on Predictions
- Inequalities in Diabetes from PHM Data
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- NHS Synth
- Nursing Placement Scheduled Optimisation
- Predicting Negligence Claims
- Risk stratification models for Population and Person Insights (PaPI)
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
MODELLING
- A&E Forecasting Tool
- Bed Allocation
- Better Matching Algorithm
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Developing SynthVAE
- Impact of Commercial Data on Predictions
- Including Mortality in Hypergraphs for Multi-morbidity
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- Nursing Placement Scheduled Optimisation
- Parkinson's Disease Pathology Prediction
- Predicting Negligence Claims
- Primary Care Data Generator
- Process Mining with East Midlands Ambulance Service
- Renal Health Prediction
- Risk stratification models for Population and Person Insights (PaPI)
- Text Analysis using Structural Topic Modelling
- Transforming Healthcare Data With Graph-Based Techniques
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
MULTI MODAL
- Adding a Clinical Focus to Evaluating MM Data Representations
- TxtRayAlign
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
NATURAL LANGUAGE PROCESSING
- AI Assurance Research Path
- AI Models for Shortlisting Interview Candidates
- Adding a Clinical Focus to Evaluating MM Data Representations
- Applying & Evaluating a Language Model to Patient Safety Data
- Clinical Measurement Extractor
- Data Lens
- Enriching Clinical Coding for Neurology Pathways using MedCAT
- NHS Language Corpus
- NHS.UK Automatic Moderation of Ratings & Reviews
- Privacy of Unstructured Data
- RAG
- Redbox Copilot
- Text Analysis using Structural Topic Modelling
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- TxtRayAlign
NEURAL NETWORKS
- AI Models for Shortlisting Interview Candidates
- Length of Hospital Day Prediction
- Parkinson's Disease Pathology Prediction
- Renal Health Prediction
- Synthetic Data From Real Data
OPEN DATA
- AI Deep Dive Workshops
- AI Skunkworks Team
- Emerging Privacy Enhancing Technologies
- NHS Language Corpus
- Privacy of Unstructured Data
- RAG
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
PATIENT IDENTIFIABLE DATA
- Better Matching Algorithm
- Investigating Privacy Risks and Mitigations in Healthcare Language Models
- MPS Handbook
- Privacy of Unstructured Data
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
PAUSED
- Generic Patient Simulator
- NHS Language Corpus
- Primary Care Data Generator
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
POPULATION HEALTH
- AI Skunkworks Team
- Better Matching Algorithm
- CVD Pathways
- Cancer high-risk cohorts
- Embedded Data Scientists in the National Disease Registration Service
- Inequalities in Diabetes from PHM Data
- Risk stratification models for Population and Person Insights (PaPI)
PRESCRIBING
PRIMARY CARE
- CVD Pathways
- Including Mortality in Hypergraphs for Multi-morbidity
- NHS @Home Programme
- Primary Care Data Generator
- Transforming Healthcare Data With Graph-Based Techniques
PSEUDONYMISED
- Bed Allocation
- CT Alignment & Lesion Detection
- Nursing Placement Scheduled Optimisation
- Reusable Data Validation Process
- Synthetic Data Generation Pipeline
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
PUBLICATIONS
PYTHON
- A&E Forecasting Tool
- AI Assurance Research Path
- AI Models for Shortlisting Interview Candidates
- AI Skunkworks Team
- Adding a Clinical Focus to Evaluating MM Data Representations
- Ambulance Handover Delay Predictor
- Applying & Evaluating a Language Model to Patient Safety Data
- Bed Allocation
- Better Matching Algorithm
- CT Alignment & Lesion Detection
- CVD Pathways
- Cancer high-risk cohorts
- Clinical Measurement Extractor
- Corporate Services: Pipeline rebuild
- Creating a Generic Adversarial Attack for Synthetic Data
- Data Lens
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Generic Patient Simulator
- Impact of Commercial Data on Predictions
- Inequalities in Diabetes from PHM Data
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- MPS Handbook
- NHS Language Corpus
- NHS.UK Automatic Moderation of Ratings & Reviews
- Nursing Placement Scheduled Optimisation
- Parkinson's Disease Pathology Prediction
- Predicting Negligence Claims
- Privacy of Unstructured Data
- RAG
- Redbox Copilot
- Renal Health Prediction
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
- Risk stratification models for Population and Person Insights (PaPI)
- Synthetic Clinical Notes
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- TxtRayAlign
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
- ePMA Auto Coding
R
- Embedded Data Scientists in the National Disease Registration Service
- Reproducible Analytical Pipelines Squad
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
RAP
- CVD Pathways
- Cancer high-risk cohorts
- Corporate Services: Pipeline rebuild
- Reproducible Analytical Pipelines Squad
RESEARCH
- AI Ethics in Practice
- AI Models for Shortlisting Interview Candidates
- AI Skunkworks Team
- Applying & Evaluating a Language Model to Patient Safety Data
- Emerging Privacy Enhancing Technologies
- Enriching Clinical Coding for Neurology Pathways using MedCAT
- Including Mortality in Hypergraphs for Multi-morbidity
- Investigating Privacy Risks and Mitigations in Healthcare Language Models
- NHS Language Corpus
- NHS Synth
- Privacy of Unstructured Data
- RAG
- Synthetic Data Generation Pipeline
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- Transforming Healthcare Data With Graph-Based Techniques
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
SECONDARY CARE
- A&E Forecasting Tool
- Adding a Clinical Focus to Evaluating MM Data Representations
- Ambulance Handover Delay Predictor
- Bed Allocation
- CT Alignment & Lesion Detection
- CVD Pathways
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- Nursing Placement Scheduled Optimisation
- Synthetic Clinical Notes
- TxtRayAlign
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
- ePMA Auto Coding
SIMULATION
- Bed Allocation
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Generic Patient Simulator
- Nursing Placement Scheduled Optimisation
- Primary Care Data Generator
- Process Mining with East Midlands Ambulance Service
- SynPath Simulator on Diabetes Pathway
- Synthetic Data Generation Pipeline
SQL
- Embedded Data Scientists in the National Disease Registration Service
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- NHS @Home Programme
STRUCTURED DATA
- A&E Forecasting Tool
- AI Models for Shortlisting Interview Candidates
- Better Matching Algorithm
- CVD Pathways
- Cancer high-risk cohorts
- Corporate Services: Pipeline rebuild
- Creating a Generic Adversarial Attack for Synthetic Data
- Generic Patient Simulator
- Impact of Commercial Data on Predictions
- Inequalities in Diabetes from PHM Data
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
- MPS Handbook
- NHS @Home Programme
- NHS Synth
- Predicting Negligence Claims
- Primary Care Data Generator
- Renal Health Prediction
- Reusable Data Validation Process
- Risk stratification models for Population and Person Insights (PaPI)
- Synthetic Data From Real Data
- Waiting List Minimum Dataset (WLMDS) Proofs of Concept
SYNTHETIC DATA
- AI Models for Shortlisting Interview Candidates
- Creating a Generic Adversarial Attack for Synthetic Data
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Generic Patient Simulator
- NHS Synth
- Primary Care Data Generator
- SynPath Simulator on Diabetes Pathway
- Synthetic Clinical Notes
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
TEXT DATA
- Applying & Evaluating a Language Model to Patient Safety Data
- Clinical Measurement Extractor
- Data Lens
- Embedded Data Scientists in the National Disease Registration Service
- NHS Language Corpus
- NHS.UK Automatic Moderation of Ratings & Reviews
- Privacy of Unstructured Data
- RAG
- Redbox Copilot
- Synthetic Clinical Notes
- Text Analysis using Structural Topic Modelling
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- ePMA Auto Coding
TIME SERIES
- A&E Forecasting Tool
- Ambulance Handover Delay Predictor
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Including Mortality in Hypergraphs for Multi-morbidity
- Primary Care Data Generator
- SynPath Simulator on Diabetes Pathway
- Transforming Healthcare Data With Graph-Based Techniques
UNSTRUCTURED DATA
- AI Assurance Research Path
- Adding a Clinical Focus to Evaluating MM Data Representations
- Applying & Evaluating a Language Model to Patient Safety Data
- CT Alignment & Lesion Detection
- Data Lens
- Enriching Clinical Coding for Neurology Pathways using MedCAT
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- NHS Language Corpus
- NHS.UK Automatic Moderation of Ratings & Reviews
- Parkinson's Disease Pathology Prediction
- Privacy of Unstructured Data
- RAG
- Synthetic Clinical Notes
- Text Analysis using Structural Topic Modelling
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- TxtRayAlign
VISUAL DATA
- AI Assurance Research Path
- Adding a Clinical Focus to Evaluating MM Data Representations
- CT Alignment & Lesion Detection
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- Parkinson's Disease Pathology Prediction
- TxtRayAlign
WEBDEV
WIP
- A&E Forecasting Tool
- AI Assurance Research Path
- AI Ethics in Practice
- Better Matching Algorithm
- CVD Pathways
- Cancer high-risk cohorts
- Clinical Measurement Extractor
- Corporate Services: Pipeline rebuild
- Data Linkage Community of Practice
- Emerging Privacy Enhancing Technologies
- Synthetic Clinical Notes
- ePMA Auto Coding
WORKFORCE
- AI Deep Dive Workshops
- AI Dictionary
- AI Models for Shortlisting Interview Candidates
- Data Lens
- NHS.UK Automatic Moderation of Ratings & Reviews
- Nursing Placement Scheduled Optimisation
- Predicting Negligence Claims
- Redbox Copilot
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
- Text Analysis using Structural Topic Modelling
- Tool to Assess Privacy Risk of Text Data - Extended