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Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction

BACKGROUND: The fundamental assumptions for various kinds of fetal electrocardiogram (fECG) extraction methods are not consistent with each other, which is a very important problem needed to be ascertained. METHODS: Based on two public databases, the regularity on ECG wave durations for normal sinus...

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Autores principales: Yan, Huawen, Liu, Hongxing, Huang, Xiaolin, Zhao, Ying, Si, Junfeng, Liu, Tiebing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320593/
https://www.ncbi.nlm.nih.gov/pubmed/25494711
http://dx.doi.org/10.1186/1475-925X-13-163
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author Yan, Huawen
Liu, Hongxing
Huang, Xiaolin
Zhao, Ying
Si, Junfeng
Liu, Tiebing
author_facet Yan, Huawen
Liu, Hongxing
Huang, Xiaolin
Zhao, Ying
Si, Junfeng
Liu, Tiebing
author_sort Yan, Huawen
collection PubMed
description BACKGROUND: The fundamental assumptions for various kinds of fetal electrocardiogram (fECG) extraction methods are not consistent with each other, which is a very important problem needed to be ascertained. METHODS: Based on two public databases, the regularity on ECG wave durations for normal sinus rhythm is investigated statistically. Taking the ascertained regularity as an assumption, a new fECG extraction algorithm is proposed, called Partial R-R interval Resampling (PRR). RESULTS: Both synthetic and real abdominal ECG signals are used to test the algorithm. The results indicate that the PRR algorithm has better performance over the whole R-R interval resampling based comb filtering method (RR) and linear template method (LP), which takes advantages of both LP and RR. CONCLUSIONS: The final drawn conclusion is: (1) the proposition should be true that the individual’s heart beat span is invariable for normal sinus rhythm; (2) the proposed PRR fetal ECG extraction algorithm can estimate the maternal ECG (mECG) more accurately and stably even in the condition of large HRV, finally resulting in better fetal ECG extraction.
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spelling pubmed-43205932015-02-08 Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction Yan, Huawen Liu, Hongxing Huang, Xiaolin Zhao, Ying Si, Junfeng Liu, Tiebing Biomed Eng Online Research BACKGROUND: The fundamental assumptions for various kinds of fetal electrocardiogram (fECG) extraction methods are not consistent with each other, which is a very important problem needed to be ascertained. METHODS: Based on two public databases, the regularity on ECG wave durations for normal sinus rhythm is investigated statistically. Taking the ascertained regularity as an assumption, a new fECG extraction algorithm is proposed, called Partial R-R interval Resampling (PRR). RESULTS: Both synthetic and real abdominal ECG signals are used to test the algorithm. The results indicate that the PRR algorithm has better performance over the whole R-R interval resampling based comb filtering method (RR) and linear template method (LP), which takes advantages of both LP and RR. CONCLUSIONS: The final drawn conclusion is: (1) the proposition should be true that the individual’s heart beat span is invariable for normal sinus rhythm; (2) the proposed PRR fetal ECG extraction algorithm can estimate the maternal ECG (mECG) more accurately and stably even in the condition of large HRV, finally resulting in better fetal ECG extraction. BioMed Central 2014-12-12 /pmc/articles/PMC4320593/ /pubmed/25494711 http://dx.doi.org/10.1186/1475-925X-13-163 Text en © Yan et al.; licensee BioMed Central. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Yan, Huawen
Liu, Hongxing
Huang, Xiaolin
Zhao, Ying
Si, Junfeng
Liu, Tiebing
Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title_full Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title_fullStr Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title_full_unstemmed Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title_short Invariant heart beat span versus variant heart beat intervals and its application to fetal ECG extraction
title_sort invariant heart beat span versus variant heart beat intervals and its application to fetal ecg extraction
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4320593/
https://www.ncbi.nlm.nih.gov/pubmed/25494711
http://dx.doi.org/10.1186/1475-925X-13-163
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