Life-threatening ventricular arrhythmia prediction in patients with dilated cardiomyopathy using explainable electrocardiogram-based deep neural networks.
Arjan SammaniRutger R van de LeurMichiel T H M HenkensMathias MeinePeter LohRutger J HassinkDaniel L OberskiStephane R B HeymansPieter A DoevendansFolkert W AsselbergsAnneline S J M Te RieleRené van EsPublished in: 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 (2022)
Inherently explainable DNNs can detect patients at risk of LTVA which is mainly driven by P-wave abnormalities.