Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram

This paper presents an algorithm to detect the first heart sound (S1) and second heart sound (S2). The algorithm utilizes Instantaneous Energy of electrocardiogram (ECG) to estimate the presence of S1 and S2. Thus, heart sound segmentation can be done as it is essential in the automatic diagnosis of...

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Main Authors: M. B., Malarvili, Ismail, Kamarul Afizam, S., Hussain, D., Helmi
Format: Article
Language:English
Published: IEEE 2003
Subjects:
Online Access:http://eprints.utm.my/id/eprint/2123/1/malar_3.pdf
http://eprints.utm.my/id/eprint/2123/
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spelling my.utm.21232011-06-06T08:05:15Z http://eprints.utm.my/id/eprint/2123/ Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram M. B., Malarvili Ismail, Kamarul Afizam S., Hussain D., Helmi TK Electrical engineering. Electronics Nuclear engineering This paper presents an algorithm to detect the first heart sound (S1) and second heart sound (S2). The algorithm utilizes Instantaneous Energy of electrocardiogram (ECG) to estimate the presence of S1 and S2. Thus, heart sound segmentation can be done as it is essential in the automatic diagnosis of heart sounds. The Instantaneous Energy of ECG is performed to verify the occurrence of S1 and S2 as it is widely accepted pathologically that Phonocardiogram (PCG) and Electrocardiogram (ECG) are two noninvasive source of information depicting the cardiac activity [6]. The ECG is a surface measurement of the electrical potential generated by electrical activity in cardiac tissues. Meanwhile, PCG is the graphical representation of the heart sound produced by the heart. The algorithm was tested for 210 cardiac cycles of heart sound and ECG recorded from patients from normal and abnormal simultaneously. IEEE 2003 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/2123/1/malar_3.pdf M. B., Malarvili and Ismail, Kamarul Afizam and S., Hussain and D., Helmi (2003) Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram. Computers in Cardiology, 30 . pp. 327-330. ISSN 0276−6547 http://ieeexplore.ieee.org
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
M. B., Malarvili
Ismail, Kamarul Afizam
S., Hussain
D., Helmi
Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
description This paper presents an algorithm to detect the first heart sound (S1) and second heart sound (S2). The algorithm utilizes Instantaneous Energy of electrocardiogram (ECG) to estimate the presence of S1 and S2. Thus, heart sound segmentation can be done as it is essential in the automatic diagnosis of heart sounds. The Instantaneous Energy of ECG is performed to verify the occurrence of S1 and S2 as it is widely accepted pathologically that Phonocardiogram (PCG) and Electrocardiogram (ECG) are two noninvasive source of information depicting the cardiac activity [6]. The ECG is a surface measurement of the electrical potential generated by electrical activity in cardiac tissues. Meanwhile, PCG is the graphical representation of the heart sound produced by the heart. The algorithm was tested for 210 cardiac cycles of heart sound and ECG recorded from patients from normal and abnormal simultaneously.
format Article
author M. B., Malarvili
Ismail, Kamarul Afizam
S., Hussain
D., Helmi
author_facet M. B., Malarvili
Ismail, Kamarul Afizam
S., Hussain
D., Helmi
author_sort M. B., Malarvili
title Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
title_short Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
title_full Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
title_fullStr Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
title_full_unstemmed Heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
title_sort heart sound segmentation algorithm based on instantaneous energy of electrocardiogram
publisher IEEE
publishDate 2003
url http://eprints.utm.my/id/eprint/2123/1/malar_3.pdf
http://eprints.utm.my/id/eprint/2123/
http://ieeexplore.ieee.org
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score 13.209306