The Canadian journal of cardiology
Comprehensive Machine Learning-Enabled Outcome Prediction for Patients With Coronary Artery Disease Using Multicentre Patient Data.
Emma Bogner, Bryan Har, Bing Li, Danielle A Southern, Christopher L F Sun, Robert C Welsh, Benjamin Tyrrell, Colm J Murphy, Arjun Puri, Joon Lee
Published: 202510.1016/j.cjca.2025.12.024
Abstract
BACKGROUND: Treatment decision-making for patients with coronary artery disease (CAD) can benefit from accurate patient outcome prediction. Although previous studies have used machine learning (ML) to develop prediction models, they were mostly on th…
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