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Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations

This paper proposes the use of the instantaneous energy and the frequency estimation in the classification of the heart sounds and murmurs for common heart diseases. It has been known that the present of the heart murmurs in one's heart sound indicates that there is a potential heart problem. T...

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Main Authors:	Sharif, Z, Zainal, M.S, Sha'ameri, Ahmad Zuri, Salleh, Sh-Hussain
Format:	Article
Language:	English
Published:	2000
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/1986/1/AZuri2000_AnalysisAndClassificationOfHeart.pdf http://eprints.utm.my/id/eprint/1986/
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id	my.utm.1986
record_format	eprints
spelling	my.utm.19862010-06-01T03:00:05Z http://eprints.utm.my/id/eprint/1986/ Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations Sharif, Z Zainal, M.S Sha'ameri, Ahmad Zuri Salleh, Sh-Hussain TK Electrical engineering. Electronics Nuclear engineering This paper proposes the use of the instantaneous energy and the frequency estimation in the classification of the heart sounds and murmurs for common heart diseases. It has been known that the present of the heart murmurs in one's heart sound indicates that there is a potential heart problem. Thus, the goal of this work is to develop a technique for detecting and classifying murmurs. Such a technique can be used as part of a heart diagnostic system. The analysis is performed based on a set of 102 data for various heart sounds. To discriminate the various heart sounds, the instantaneous energy and frequency estimation is used to estimate the features of heart sound. The techniques used to estimate the instantaneous frequency are the central finite difference frequency estimation (CFDFE) and zero crossing frequency estimation (ZCFE). From the instantaneous energy and frequency estimate, the energy and frequencies of the heart sounds are defined as the features of the heart sounds that can uniquely discriminate the various heart sounds 2000-09-24 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/1986/1/AZuri2000_AnalysisAndClassificationOfHeart.pdf Sharif, Z and Zainal, M.S and Sha'ameri, Ahmad Zuri and Salleh, Sh-Hussain (2000) Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations. TENCON 2000. Proceedings , 2 . pp. 130-134.
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Sharif, Z Zainal, M.S Sha'ameri, Ahmad Zuri Salleh, Sh-Hussain Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
description	This paper proposes the use of the instantaneous energy and the frequency estimation in the classification of the heart sounds and murmurs for common heart diseases. It has been known that the present of the heart murmurs in one's heart sound indicates that there is a potential heart problem. Thus, the goal of this work is to develop a technique for detecting and classifying murmurs. Such a technique can be used as part of a heart diagnostic system. The analysis is performed based on a set of 102 data for various heart sounds. To discriminate the various heart sounds, the instantaneous energy and frequency estimation is used to estimate the features of heart sound. The techniques used to estimate the instantaneous frequency are the central finite difference frequency estimation (CFDFE) and zero crossing frequency estimation (ZCFE). From the instantaneous energy and frequency estimate, the energy and frequencies of the heart sounds are defined as the features of the heart sounds that can uniquely discriminate the various heart sounds
format	Article
author	Sharif, Z Zainal, M.S Sha'ameri, Ahmad Zuri Salleh, Sh-Hussain
author_facet	Sharif, Z Zainal, M.S Sha'ameri, Ahmad Zuri Salleh, Sh-Hussain
author_sort	Sharif, Z
title	Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
title_short	Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
title_full	Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
title_fullStr	Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
title_full_unstemmed	Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations
title_sort	analysis and classification of heart sounds and murmurs based on the instantaneous energy and frequency estimations
publishDate	2000
url	http://eprints.utm.my/id/eprint/1986/1/AZuri2000_AnalysisAndClassificationOfHeart.pdf http://eprints.utm.my/id/eprint/1986/
_version_	1643643470749892608
score	13.211869

Analysis And Classification Of Heart Sounds And Murmurs Based On The Instantaneous Energy And Frequency Estimations

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