Deep learning analysis of electrocardiogram for risk prediction of drug-induced arrhythmias and diagnosis of long QT syndrome.

Edi Prifti Ahmad Fall Giovanni E Davogustto Alfredo Aram Pulini Isabelle DenjoyChristian Funck-BrentanoYasmin KhanAlexandre Durand-SalmonFabio BadiliniQuinn S WellsAntoine LeenhardtJean-Daniel Zucker Dan M Roden Fabrice Extramiana Joe-Elie Salem

Published in: European heart journal (2021)

CNN models applied to ECGs outperform QTc measurements to identify exposure to drugs altering the QT interval, congenital LQTS, and are greatest shortly after a diTdP episode.

Keyphrases

drug induced
liver injury
deep learning
convolutional neural network
artificial intelligence
adverse drug
case report
congenital heart disease
machine learning