Machine Learning for Dementia Risk Prediction

Clinical decision support tools for predicting 5-year dementia risk in patients with atrial fibrillation.

The clinical app can be tried via our demo portal.

Contents

• Clinical App/ - Web application (React + FastAPI) with XGBoost-Cox model
• af-dementia-survival/ - Python package for survival model development and validation