Disentangled representational learning for anomaly detection in single-lead electrocardiogram signals using variational autoencoder.

Autor: Kapsecker M; TUM School of Computation, Information and Technology, Technical University of Munich, Boltzmannstraße 3, Garching bei München, 85748, Bavaria, Germany; Institute for Digital Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, 53127, North Rhine-Westphalia, Germany. Electronic address: max.kapsecker@tum.de., Möller MC; Department of Paediatric Cardiology and Paediatric Cardiac Surgery, University Hospital Bonn, Venusberg-Campus 1, Bonn, 53127, North Rhine-Westphalia, Germany., Jonas SM; Institute for Digital Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, 53127, North Rhine-Westphalia, Germany.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Nov 23; Vol. 184, pp. 109422. Date of Electronic Publication: 2024 Nov 23.