Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring

Non-adaptive signal processing methods have been successfully applied to extract fetal electrocardiograms (fECGs) from maternal abdominal electrocardiograms (aECGs); and initial tests to evaluate the efficacy of these methods have been carried out by using synthetic data. Nevertheless, performance e...

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Bibliographic Details

Published in:	Frontiers in Physiology
Main Authors:	Radek Martinek, Radana Kahankova, Janusz Jezewski, Rene Jaros, Jitka Mohylova, Marcel Fajkus, Jan Nedoma, Petr Janku, Homer Nazeran
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2018-05-01
Subjects:	electronic fetal monitoring (EFM) fetal electrocardiogram (fECG) non-invasive fetal heart rate (NI-fHR) estimation non-invasive fetal ECG (NI-fECG) nonadaptive methods independent component analysis (ICA)
Online Access:	https://www.frontiersin.org/article/10.3389/fphys.2018.00648/full