Fuzzy classification of congenital heart valve and septum defects using phonocardiogram

Fuzzy classification of congenital heart valve and septum defects using phonocardiogram

In this paper we have used the most useful processing and analysis methods to classify two congenital heart defects. The most important congenital valve disease is the congenital aort stenosis(AS) and of septum diseases is Ventricular Septal Defect(VSD). In this research, we managed to fuzzy classif...

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Hauptverfasser: Dabanlo, N. J., Jafari, A. H., Tareh, A., Attarodi, G. H.
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Sprache:eng
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Diseases
Feature extraction
Heart
Hidden Markov models
Mathematical model
Noise
Radiation detectors
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Jafari, A. H.
Tareh, A.
Attarodi, G. H.
description In this paper we have used the most useful processing and analysis methods to classify two congenital heart defects. The most important congenital valve disease is the congenital aort stenosis(AS) and of septum diseases is Ventricular Septal Defect(VSD). In this research, we managed to fuzzy classification of three groups of healthy, and AS, and VSD patients with the use of PCG.
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subjects Diseases
Feature extraction
Heart
Hidden Markov models
Mathematical model
Noise
Radiation detectors
title Fuzzy classification of congenital heart valve and septum defects using phonocardiogram
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