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...

Full description

Bibliographic Details

Published in:	Scientific Reports
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
Online Access:	https://doi.org/10.1038/s41598-022-19495-9