JOURNAL ARTICLE

CARDIAC MURMUR ANALYSIS USING THE SHORT-TIME FOURIER TRANSFORM

S.M. DebbalF. Bereksi‐Reguig

Year: 2006 Journal:   Journal of Mechanics in Medicine and Biology Vol: 06 (03)Pages: 273-284   Publisher: World Scientific

Abstract

This paper describes a signal processing technique aimed at complementing cardiac auscultation in the detection of heart valve disease. The method provides a means for keeping objective records by analyzing the characteristics of the cardiac murmurs. The Short-time Fourier Transform (STFT) is used here to provide a graphic representation of the time-frequency information of the cardiac murmurs from eight different pathology cases. The graphic representation obtained shows the variation in frequency and intensity during the murmur. Some interesting observations show characteristic rising and falling tones, suggesting degrees of the pathology severity.

Keywords:
Short-time Fourier transform Auscultation Fourier transform Speech recognition Representation (politics) Heart murmur Heart sounds Fourier analysis Computer science Cardiology Mathematics Medicine

Metrics

4
Cited By
0.00
FWCI (Field Weighted Citation Impact)
9
Refs
0.15
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Phonocardiography and Auscultation Techniques
Health Sciences →  Medicine →  Pulmonary and Respiratory Medicine
Machine Fault Diagnosis Techniques
Physical Sciences →  Engineering →  Control and Systems Engineering
Image and Signal Denoising Methods
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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