Lang Deng

A LightGBM-Based Predictive Model for Coronary Heart Disease: Integrating Machine Learning and Interpretability for Enhanced Clinical Decision-Making (Preprint)

2025

<sec> <title>BACKGROUND</title> Coronary Heart Disease (CHD) is one of the major burdens of cardiovascular diseases worldwide. Traditional diagnostic methods, such as coronary angiography and electrocardiogram, face challenges including high costs, subjectivity, and high misdiagnosis rates. …