Single-lead ECG AI model with risk factors detects Atrial Fibrillation during Sinus Rhythm.
Stijn DupulthysKarl DujardinWim AnnéPeter PolletMaarten VanhaverbekeDavid McAuliffePieter-Jan LammertynLouise BertelootNathalie MertensPeter De JaegerPublished 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 (2023)
An AI model using a single-lead sinus rhythm ECG and six risk factors can identify patients with concurrent AF with similar accuracy as a 12-lead ECG-AI model. An age- and sex matched dataset leads to an unbiased model with consistent predictions across age groups.