ECG-based machine-learning algorithms for heartbeat classification

Abstract Electrocardiogram (ECG) signals represent the electrical activity of the human hearts and consist of several waveforms (P, QRS, and T). The duration and shape of each waveform and the distances between different peaks are used to diagnose heart diseases. In this work, to better analyze ECG...

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Bibliographic Details
Main Authors: Saira Aziz, Sajid Ahmed, Mohamed-Slim Alouini
Format: Article
Language:English
Published: Nature Publishing Group 2021-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-97118-5