You-Liang Liao

Interpretable Cardiovascular Disease Risk Prediction for Primary Care Screening Using XGBoost and SHAP

Cardiovascular disease (CVD) is currently the leading cause of death among the Chinese population, and the early and accurate identification of high-risk individuals is central to primary prevention of chronic diseases. Traditional risk assessment models often rely on linear assumptions, making it difficult to capture...