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Detection of fetal electrocardiogram signals from maternalabdominal ecg recordings

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dc.contributor.authorBAŞPINAR, ULVİ
dc.contributor.authorsBAŞPINAR U., KÖYLÜ Y.
dc.date.accessioned2023-04-03T05:20:08Z
dc.date.available2023-04-03T05:20:08Z
dc.date.issued2023-03-01
dc.description.abstractFetal electrocardiogram (fECG) is a signal that contains vital information about the health of the fetus throughout pregnancy. During pregnancy, it is important to monitor and analyse this signal because it represents the electrical activity of the developing fetal heart. Early detection of fetal ECG problems during the fetus' development is crucial because it allows early treatment and provides knowledge about diseases that may emerge at a later time. Extraction of fetal ECG from the abdomen ECG signal is valuable in these aspects. In order to extract the fetal ECG from the recorded abdomen ECG signals correctly, it must be handled appropriately. It could be challenging to separate the fetal ECG signal from other physiological artifacts and noises in the mother abdominal signal. In this study, signal processing techniques were used to separate the fetus ECG signal from real abdominal ECG recordings. These methods include Ensemble Empirical Based Denoising, Finite Impulse Response Filter, Independent Component Analysis, and Pan & Tompkins approach. The results show that utilizing only the ICA technique to extract fECG signals is insufficient and that additional algorithms, such as those indicated above, should be used together. The mECG and fECG signals can be successfully extracted using the suggested approach.
dc.identifier.citationBAŞPINAR U., KÖYLÜ Y., "DETECTION OF FETAL ELECTROCARDIOGRAM SIGNALS FROM MATERNAL ABDOMINAL ECG RECORDINGS", Journal of scientific reports-A (Online), sa.52, ss.266-278, 2023
dc.identifier.endpage278
dc.identifier.issn2687-6167
dc.identifier.issue52
dc.identifier.startpage266
dc.identifier.urihttps://dergipark.org.tr/tr/download/article-file/2643331
dc.identifier.urihttps://hdl.handle.net/11424/288048
dc.language.isotur
dc.relation.ispartofJournal of scientific reports-A (Online)
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectfECG extraction
dc.subjectmECG and fECG separation
dc.subjectWearable fECG monitoring
dc.titleDetection of fetal electrocardiogram signals from maternalabdominal ecg recordings
dc.typearticle
dspace.entity.typePublication
local.avesis.id0ab4f8ed-4633-4864-bc0f-482bba90f8d5
relation.isAuthorOfPublication871cff99-4107-488b-bd17-6370f89e619b
relation.isAuthorOfPublication.latestForDiscovery871cff99-4107-488b-bd17-6370f89e619b

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