Identification of Hypertrophic Cardiomyopathy on Electrocardiographic Images with Deep Learning.

Veer Sangha Lovedeep Singh Dhingra Evangelos K Oikonomou Arya AminorroayaNikhil V SikandSounok Sen Harlan M Krumholz Rohan Khera

Published in: medRxiv : the preprint server for health sciences (2023)

We developed and externally validated a deep learning model that identifies HCM from ECG images with excellent discrimination. This approach represents an automated, efficient, and accessible screening strategy for HCM.

Keyphrases

hypertrophic cardiomyopathy
deep learning
left ventricular
convolutional neural network
artificial intelligence
machine learning
genome wide
left atrial
heart failure
heart rate variability
heart rate
mitral valve
blood pressure