Classification of short single-lead electrocardiograms (ECGs) for atrial fibrillation detection using piecewise linear spline and XGBoost

Detection of atrial fibrillation is important for risk stratification of stroke. We developed a novel methodology to classify electrocardiograms (ECGs) to normal, atrial fibrillation and other cardiac dysrhythmias as defined by the PhysioNet Challenge 2017. More specifically, we used piecewise linea...

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Bibliographic Details

Published in:	Physiological measurement Vol. 39; no. 10; p. 104006
Main Authors:	Chen, Yao, Wang, Xiao, Jung, Yonghan, Abedi, Vida, Zand, Ramin, Bikak, Marvi, Adibuzzaman, Mohammad
Format:	Journal Article
Language:	English
Published:	England 24.10.2018
ISSN:	1361-6579, 1361-6579
Online Access:	Get more information
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