Machine learning-based detection of cardiovascular disease using ECG signals: performance vs. complexity

IntroductionCardiovascular disease remains a significant problem in modern society. Among non-invasive techniques, the electrocardiogram (ECG) is one of the most reliable methods for detecting cardiac abnormalities. However, ECG interpretation requires expert knowledge and it is time-consuming. Deve...

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Bibliographic Details
Main Authors: Huy Pham, Konstantin Egorov, Alexey Kazakov, Semen Budennyy
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1229743/full