Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology
Deep learning to predict left ventricular hypertrophy from the electrocardiogram.
Hafiz Naderi, Thomas Kaplan, Stefan van Duijvenboden, Esmeralda Ruiz Pujadas, Nay Aung, C Anwar A Chahal, Karim Lekadir, Bishwas Chamling, Marcus Dörr, Marcello R P Markus, Steffen E Petersen, Julia Ramírez, Patricia B Munroe
Published: 202610.1093/europace/euag015
Abstract
AIMS: Left ventricular hypertrophy (LVH) is a strong predictor of cardiovascular disease. We previously compared supervised machine learning techniques to classify cardiac magnetic resonance (CMR)-derived LVH using ECG and clinical variables in 37,53…
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