Explainable machine learning using echocardiography to improve risk prediction in patients with chronic coronary syndrome.
Mitchel A MolenaarBerto Jorrit BoumaFolkert W AsselbergsNiels J VeroudenJasper L SelderSteven A J ChamuleauMark Johan SchuuringPublished in: European heart journal. Digital health (2024)
This study demonstrates that an explainable ML model using TTE and clinical data can accurately identify high-risk CCS patients, with a prognostic value superior to traditional risk scores.