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Classification of heart valve diseases using correlation analysis

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Bibliographic Details
Main Authors: Mohd Zubir, Suboh, Mohd Yusoff, Mashor, Abdul Rahman, Mohd Saad, M.S., Mohamed
Other Authors: yusoff@unimap.edu.my
Format: Working Paper
Language:English
Published: Institute of Electrical and Electronics Engineering (IEEE) 2009
Subjects:
Classification
Correlation analysis
Frequency domain analysis
Heart sound
Acoustic signal processing
Signal classification
Cardiology
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/7369
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spelling my.unimap-73692010-11-24T02:45:21Z Classification of heart valve diseases using correlation analysis Mohd Zubir, Suboh Mohd Yusoff, Mashor Abdul Rahman, Mohd Saad M.S., Mohamed yusoff@unimap.edu.my Classification Correlation analysis Frequency domain analysis Heart sound Acoustic signal processing Signal classification Cardiology Link to publisher's homepage at http://ieeexplore.ieee.org As a subjective and qualitative method, heart sound auscultation has it's inherit limitations. In this paper, we present an analytical perspective on heart sound auscultation and explain how to classify heart diseases using correlation analysis which is done in frequency domain. Abnormal heart sounds taken from a heart sound simulator is being cross correlated with normal heart sound to get different pattern of graph plot for each abnormality. Seven different heart valve diseases were classified with the aid of artificial neural network system. All tested data was classified correctly to their classes. It is conclude that this study is a simple and effective way to classify heart valve disorder based on heart sounds. 2009-12-06T01:58:38Z 2009-12-06T01:58:38Z 2008-11-12 Working Paper p.173-176 978-1-4244-2498-6 http://ieeexplore.ieee.org/xpls/abs_all.jsp?=&arnumber=4723402 http://hdl.handle.net/123456789/7369 en Proceedings of the 5th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2008) Institute of Electrical and Electronics Engineering (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Classification
Correlation analysis
Frequency domain analysis
Heart sound
Acoustic signal processing
Signal classification
Cardiology
spellingShingle Classification
Correlation analysis
Frequency domain analysis
Heart sound
Acoustic signal processing
Signal classification
Cardiology
Mohd Zubir, Suboh
Mohd Yusoff, Mashor
Abdul Rahman, Mohd Saad
M.S., Mohamed
Classification of heart valve diseases using correlation analysis
description Link to publisher's homepage at http://ieeexplore.ieee.org
author2 yusoff@unimap.edu.my
author_facet yusoff@unimap.edu.my
Mohd Zubir, Suboh
Mohd Yusoff, Mashor
Abdul Rahman, Mohd Saad
M.S., Mohamed
format Working Paper
author Mohd Zubir, Suboh
Mohd Yusoff, Mashor
Abdul Rahman, Mohd Saad
M.S., Mohamed
author_sort Mohd Zubir, Suboh
title Classification of heart valve diseases using correlation analysis
title_short Classification of heart valve diseases using correlation analysis
title_full Classification of heart valve diseases using correlation analysis
title_fullStr Classification of heart valve diseases using correlation analysis
title_full_unstemmed Classification of heart valve diseases using correlation analysis
title_sort classification of heart valve diseases using correlation analysis
publisher Institute of Electrical and Electronics Engineering (IEEE)
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/7369
_version_ 1643788787079184384
score 13.222552

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