AI analysis for ejection fraction estimation from 12-lead ECG - Devkota, Alina; Prajapati, Rukesh; El-Wakeel, Amr; Adjeroh, Donald; Patel, Brijesh; Gyawali, Prashnna (Scientific reports, 2025)
Keywords: 639/166; 692/700/139/1449; Algorithms; Congestive heart failure; Deep Learning; Demography; Echocardiography; Ejection Fraction; EKG; Electrocardiogram; Electrocardiography; Electrocardiography - methods; Female; Heart Failure; Heart Failure - diagnosis; Heart Failure - physiopathology; Humanities and Social Sciences; Humans; Machine Learning; Male; Middle Aged; multidisciplinary; ResNet; Science; Science (multidisciplinary); Stroke Volume - physiology; Urban populations; Ejection Fraction; Electrocardiogram; Heart Failure; Transformers; Machine Learning; Deep Learning; ResNet