Deep Learning-Based Electrocardiogram Analysis Predicts Biventricular Dysfunction and Dilation in Congenital Heart Disease.

Joshua MayourianAddison GearhartWilliam G La CavaAkhil VaidGirish N NadkarniJohn K TriedmanAndrew J PowellRachel M WaldAnne Marie ValenteTal GevaSon Q DuongSunil J Ghelani

Published in: Journal of the American College of Cardiology (2024)

AI-ECG shows promise to predict biventricular dysfunction/dilation, which may help inform CMR timing in CHD.

Keyphrases

congenital heart disease
deep learning
artificial intelligence
oxidative stress
cardiac resynchronization therapy
big data
heart rate
heart rate variability
heart failure
convolutional neural network
atrial fibrillation