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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Vydané v:	Physiological measurement Ročník 39; číslo 10; s. 104006
Hlavní autori:	Chen, Yao, Wang, Xiao, Jung, Yonghan, Abedi, Vida, Zand, Ramin, Bikak, Marvi, Adibuzzaman, Mohammad
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	England 24.10.2018
ISSN:	1361-6579, 1361-6579
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