Use of a Hybrid Method ICA-PCA-ICA for Fetal Electrocardiography Extraction

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10245423" target="_blank" >RIV/61989100:27240/19:10245423 - isvavai.cz</a>
Result on the web
<a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9069682" target="_blank" >https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9069682</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ISAECT47714.2019.9069682" target="_blank" >10.1109/ISAECT47714.2019.9069682</a>

Result language
angličtina
Original language name
Use of a Hybrid Method ICA-PCA-ICA for Fetal Electrocardiography Extraction
Original language description
The paper deals with non-invasive processing of the fetal electrocardiogram (fECG) using hybrid methods, which combine two and more transabdominal methods. The experiment focuses on testing and analysis of hybrid method combining Independent Component Analysis (ICA) and Principal Component Analysis (PCA). The evaluation of the extraction is made by determination of the heart rate variability of fetus (fHRV) and Bland-Altman analysis. The use of this hybrid method provides better results than in case of simple ICA method. The proposed hybrid method proved a good performance in 7 from 12 recordings and a possibility to introduce the method to the clinical practice. (C) 2019 IEEE.
Czech name
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Czech description
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Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2019 International Symposium on Advanced Electrical and Communication Technologies, ISAECT 2019
ISBN
978-1-72813-729-2
ISSN
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e-ISSN
—
Number of pages
6
Pages from-to
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Publisher name
IEEE
Place of publication
Piscataway
Event location
Řím
Event date
Nov 27, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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