openalexOpen Science Framework2026-07-26
Machine Learning-Enhanced Echocardiography for the Detection of Coronary Artery Disease: A Scoping Review Protocol
Wagner Rios-García, Erick Barrientos-Ventura, Victoria E. Butrón-Verástegui, Daniela E. Oriundo-Arbizu, Kehit A. Velasquez-Taipe, Abigail D. Via-y-Rada-Torres, et al.
Coronary artery disease (CAD) remains a leading cause of morbidity and mortality worldwide. Echocardiography is widely available and provides real-time structural and functional assessment, but diagnostic accuracy is limited by operator dependency. Machine learning (ML) and deep…