An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal

Problem statement: FECG (Fetal Electrocardiogram) signal contains potentially precise information that could assist clinicians in making more appropriate and timely decisions during pregnancy and labor. Approach: Conventional techniques were often unable to achieve the extraction of FECG from the...

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Main Authors:	Hasan, Muhammad Asfarul, Ibrahimy, Muhammad Ibn, Reaz, Mamun Ibn
Format:	Article
Language:	English
Published:	Science Publications 2009
Subjects:	TK7885 Computer engineering
Online Access:	http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/1/An_Efficient_Method_for_Fetal_Electrocardiogram_Extraction.pdf

id	iium-1224
recordtype	eprints
spelling	iium-12242011-07-29T01:20:50Z http://irep.iium.edu.my/1224/ An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal Hasan, Muhammad Asfarul Ibrahimy, Muhammad Ibn Reaz, Mamun Ibn TK7885 Computer engineering Problem statement: FECG (Fetal Electrocardiogram) signal contains potentially precise information that could assist clinicians in making more appropriate and timely decisions during pregnancy and labor. Approach: Conventional techniques were often unable to achieve the extraction of FECG from the Abdominal ECG (AECG) in satisfactorily level. A new methodology by combining the Artificial Neural Network (ANN) and Correlation (ANNC) approach had been proposed in this study. Results: The accuracy of the proposed method for FECG extraction from the AECG signal was about 100% and the performance of the method for FHR extraction is 93.75%. Conclusions/Recommendations: The proposed approach involved the FECG extraction even though the MECG and FECG are overlapped in the AECG signal so that the physician and clinician can make the correct decision for the well-being of the fetus and mother during the pregnancy period. Science Publications 2009-09-30 Article PeerReviewed application/pdf en http://irep.iium.edu.my/1224/1/An_Efficient_Method_for_Fetal_Electrocardiogram_Extraction.pdf Hasan, Muhammad Asfarul and Ibrahimy, Muhammad Ibn and Reaz, Mamun Ibn (2009) An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal. Journal of Computer Science, 5 (9). pp. 619-623. ISSN 1549-3636 http://thescipub.com/abstract/?doi=jcssp.2009.619.623 10.3844/jcssp.2009.619.623
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7885 Computer engineering
spellingShingle	TK7885 Computer engineering Hasan, Muhammad Asfarul Ibrahimy, Muhammad Ibn Reaz, Mamun Ibn An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
description	Problem statement: FECG (Fetal Electrocardiogram) signal contains potentially precise information that could assist clinicians in making more appropriate and timely decisions during pregnancy and labor. Approach: Conventional techniques were often unable to achieve the extraction of FECG from the Abdominal ECG (AECG) in satisfactorily level. A new methodology by combining the Artificial Neural Network (ANN) and Correlation (ANNC) approach had been proposed in this study. Results: The accuracy of the proposed method for FECG extraction from the AECG signal was about 100% and the performance of the method for FHR extraction is 93.75%. Conclusions/Recommendations: The proposed approach involved the FECG extraction even though the MECG and FECG are overlapped in the AECG signal so that the physician and clinician can make the correct decision for the well-being of the fetus and mother during the pregnancy period.
format	Article
author	Hasan, Muhammad Asfarul Ibrahimy, Muhammad Ibn Reaz, Mamun Ibn
author_facet	Hasan, Muhammad Asfarul Ibrahimy, Muhammad Ibn Reaz, Mamun Ibn
author_sort	Hasan, Muhammad Asfarul
title	An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
title_short	An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
title_full	An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
title_fullStr	An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
title_full_unstemmed	An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
title_sort	efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal
publisher	Science Publications
publishDate	2009
url	http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/ http://irep.iium.edu.my/1224/1/An_Efficient_Method_for_Fetal_Electrocardiogram_Extraction.pdf
first_indexed	2023-09-18T20:08:26Z
last_indexed	2023-09-18T20:08:26Z
_version_	1777407315719225344

An efficient method for fetal electrocardiogram extraction from the abdominal electrocardiogram signal

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