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
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Domain Areas
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Techniques
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Project Type (exploratory, modeling, etc.)
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Data Types
Structure
Data modality
Data Accessibility/Privacy
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Coding Language
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Status
ACCURACY
- CT Alignment & Lesion Detection
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Length of Hospital Day Prediction
- Long Stayer Risk Stratification Baseline Models
AI
AKI
AMBULANCE
Assurance
BEST PRACTICE
- AI Deep Dive Workshops
- AI Ethics in Practice
- Data Linkage Community of Practice (DL CoP)
- MPS Documentation - the Person_ID handbook
- Overview - Data Linkage Hub
- Privacy of Unstructured Data
- Quality Assurance Framework for Data Linkage
- Reproducible Analytical Pipelines Squad
CLASSIFICATION
- AI Assurance Research Path
- AI Skunkworks Team
- Ambulance Handover Delay Predictor
- Deep Learning to Detect Adrenal Lesions in CT Scans
- Long Stayer Risk Stratification Baseline Models
- Parkinson's Disease Pathology Prediction
- Predicting Negligence Claims
COMPLETE
COMPUTER VISION
- AI Assurance Research Path
- CT Alignment & Lesion Detection
- Deep Learning to Detect Adrenal Lesions in CT Scans
CT
DATA VALIDATION
DEEP LEARNING
DISEASES
DOCUMENTATION
EMERGENCY CARE
ETHICS
- AI Ethics in Practice
- Privacy of Unstructured Data
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
- Tool to Assess Privacy Risk of Text Data - Extended
EXPLAINABILITY
- Data Linkage Community of Practice (DL CoP)
- Investigating Superpixels in LIME for Explaining Predictions of Facial Images
- MPS Documentation - the Person_ID handbook
- Quality Assurance Framework for Data Linkage
F1
FORECASTING
GENERATION
- Adding a Clinical Focus to Evaluating MM Data Representations
- NHS Synth
- Primary Care Data Generator
- Redbox Copilot
HOSPITAL
JAVASCRIPT
LARGE LANGUAGE MODELS (LLM)
LIME
LINKAGE
- CVD Pathways
- Data Linkage Community of Practice (DL CoP)
- MPS Documentation - the Person_ID handbook
- Overview - Data Linkage Hub
- Probabilistic Linkage Model
- Quality Assurance Framework for Data Linkage
- ePMA Auto Coding
LLM
- AI Assurance Research Path
- Applying & Evaluating a Language Model to Patient Safety Data
- RAG
- Redbox Copilot
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
LOS
MACHINE LEARNING
- AI Assurance Research Path
- Ambulance Handover Delay Predictor
- Inequalities in Diabetes from PHM Data
- NHS Synth
- NHS.UK Automatic Moderation of Ratings & Reviews
- Risk stratification models for Population and Person Insights (PaPI)
MACHINE-LEARNING
MCR
MIMIC
MODELLING
- Including Mortality in Hypergraphs for Multi-morbidity
- Process Mining with East Midlands Ambulance Service
- Risk stratification models for Population and Person Insights (PaPI)
- Transforming Healthcare Data With Graph-Based Techniques
MORTALITY
MULTI-MODAL
- Adding a Clinical Focus to Evaluating MM Data Representations
- TxtRayAlign
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
NATURAL LANGUAGE PROCESSING
NEURAL NETWORKS
- AI Models for Shortlisting Interview Candidates
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Length of Hospital Day Prediction
- Parkinson's Disease Pathology Prediction
- Renal Health Prediction
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
NHS.UK
NLP
- 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
- Data Lens
- NHS Language Corpus
- NHS.UK Automatic Moderation of Ratings & Reviews
- RAG
- Redbox Copilot
- Text Analysis using Structural Topic Modelling
- Tool to Assess Privacy Risk of Text Data - Extended
- TxtRayAlign
OPEN DATA
- Emerging Privacy Enhancing Technologies
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
OPENSAFELY
PARKINSONS
PATHOLOGY
PATIENT IDENTIFIABLE
PII
POPULATION-HEALTH
- CVD Pathways
- Cancer high-risk cohorts
- Risk stratification models for Population and Person Insights (PaPI)
PRESCRIBING
PRIMARY CARE
- CVD Pathways
- Including Mortality in Hypergraphs for Multi-morbidity
- Primary Care Data Generator
- Transforming Healthcare Data With Graph-Based Techniques
PUBLICATIONS
PYTHON
- A&E Forecasting Tool
- AI Assurance Research Path
- 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
- CT Alignment & Lesion Detection
- CVD Pathways
- Cancer high-risk cohorts
- Data Lens
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- 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
- NHS @Home Programme
- Nursing Placement Scheduled Optimisation
- Overview - Data Linkage Hub
- Parkinson's Disease Pathology Prediction
- Primary Care Data Generator
- Probabilistic Linkage Model
- Redbox Copilot
- Renal Health Prediction
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
- Risk stratification models for Population and Person Insights (PaPI)
- 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
- ePMA Auto Coding
QUALITY
R
RANDOM FOREST
RAP
- CVD Pathways
- Cancer high-risk cohorts
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
REGRESSION
RESEARCH
- AI Ethics in Practice
- 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 Synth
- Transforming Healthcare Data With Graph-Based Techniques
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
RESPIRATORY
RETRIEVAL
SECONDARY CARE
SIMULATION
- Generic Patient Simulator
- Primary Care Data Generator
- Process Mining with East Midlands Ambulance Service
- SynPath Simulator on Diabetes Pathway
SQL
STRUCTURED
STRUCTURED DATA
- Creating a Generic Adversarial Attack for Synthetic Data
- Length of Hospital Day Prediction
- Privacy of Unstructured Data
- Probabilistic Linkage Model
STRUCTURED-DATA
SYNTHETIC
SYNTHETIC DATA
- AI Models for Shortlisting Interview Candidates
- Adding a Clinical Focus to Evaluating MM Data Representations
- Creating a Generic Adversarial Attack for Synthetic Data
- Developing SynthVAE
- Differential Privacy in a VAE for Synthetic Data Generation
- Generic Patient Simulator
- Parkinson's Disease Pathology Prediction
- Primary Care Data Generator
- SynPath Simulator on Diabetes Pathway
- Synthetic Data From Real Data
- Synthetic Data Generation Pipeline
- Tool to Assess Privacy Risk of Text Data - Extended
TEXT DATA
- Redbox Copilot
- Tool to Assess Privacy Risk of Text Data
- Tool to Assess Privacy Risk of Text Data - Extended
- ePMA Auto Coding
TIME SERIES
- Ambulance Handover Delay Predictor
- Including Mortality in Hypergraphs for Multi-morbidity
- Renal Health Prediction
- Transforming Healthcare Data With Graph-Based Techniques
UNSTRUCTURED
UNSTRUCTURED DATA
URGENT CARE
VISUAL DATA
WEBDEV
WIP
- A&E Forecasting Tool
- AI Assurance Research Path
- CVD Pathways
- Cancer high-risk cohorts
- Data Linkage Community of Practice (DL CoP)
- Probabilistic Linkage Model
- Quality Assurance Framework for Data Linkage
- ePMA Auto Coding