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
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
HOSPITAL
JAVASCRIPT
LARGE LANGUAGE MODELS (LLM)
LIME
LINKAGE
- 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
LLM
- AI Assurance Research Path
- Applying & Evaluating a Language Model to Patient Safety Data
- RAG
- 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
MCR
MIMIC
MODELLING
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
- 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
PRIMARY CARE
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
- 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
- Renal Health Prediction
- Reproducible Analytical Pipelines Squad
- Reusable Data Validation Process
- 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
QUALITY
R
RANDOM FOREST
RAP
REGRESSION
RESEARCH
- AI Ethics in Practice
- Emerging Privacy Enhancing Technologies
- Enriching Clinical Coding for Neurology Pathways using MedCAT
- Investigating Privacy Risks and Mitigations in Healthcare Language Models
- NHS Synth
- Understanding Fariness and Explainability in Multimodal Approaches within Healthcare
RESPIRATORY
RETRIEVAL
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
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
TIME SERIES
UNSTRUCTURED
UNSTRUCTURED DATA
URGENT CARE
VISUAL DATA
WEBDEV
WIP
- A&E Forecasting Tool
- AI Assurance Research Path
- Data Linkage Community of Practice (DL CoP)
- Probabilistic Linkage Model
- Quality Assurance Framework for Data Linkage