Identifying patients with paroxysmal atrial fibrillation from sinus rhythm ECG using random forests

• Published in: Expert systems with applications Vol. 213; p. 118948
• Main Authors: Myrovali, Evangelia, Hristu-Varsakelis, Dimitrios, Tachmatzidis, Dimitrios, Antoniadis, Antonios, Vassilikos, Vassilios
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2023
• Subjects: Classification; Machine learning; P wave; PAF; Random forest; Sinus rhythm; Random forest; PAF; Sinus rhythm; Machine learning; P wave; Classification

Paroxysmal atrial fibrillation (PAF) is a cardiac arrhythmia which is often challenging to diagnose because patients may be asymptomatic, and episodes are usually intermittent. In this paper we describe a method for identifying patients with a history of PAF using electrocardiogram (ECG) recordings...