Robust R-peak detection in an electrocardiogram with stationary wavelet transformation and separable convolution

Abstract R-peak detection is an essential step in analyzing electrocardiograms (ECGs). Previous deep learning models reported their performance primarily in a single database, and some models did not perform at the highest levels when applied to a database different from the testing database. To ach...

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Bibliographic Details
Main Authors: Donghwan Yun, Hyung-Chul Lee, Chul-Woo Jung, Soonil Kwon, So-Ryoung Lee, Kwangsoo Kim, Yon Su Kim, Seung Seok Han
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-19495-9