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SAMueL Stroke Audit Machine Learning 2

Introduction to SAMueL-2 (Stroke Audit Machine Learning)

Bid documents

Research plan (plain English summary)
Research plan (detailed)

Explaining thrombolysis prediction models with SHAP

Summary and outline

Outcome modelling

Summary and outline

Demo of synthetic data method

Outline

Appendices

Outline
- Logistic regression: Understanding hospital one-hot coefficients
- Logistic regression: manual calculation of model probabilities from feature vales and model coefficients

Project meeting minutes

Project meetings
- SAMueL2 Kick off meeting (18th May 2022)
- SAMueL-2 project meeting (July 2022)

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By SAMueL project team
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