DocumentCode :
336433
Title :
Wavelet analysis of phonocardiograms: differences between normal and abnormal heart sounds
Author :
Jandre, F.C. ; Souza, M.N.
Author_Institution :
COPPE, Univ. Fed. do Rio de Janeiro, Brazil
Volume :
4
fYear :
1997
fDate :
30 Oct-2 Nov 1997
Firstpage :
1642
Abstract :
Phonocardiography-based diagnosis can be improved by modern techniques of signal processing. This work investigates the analysis of phonocardiograms using the time-frequency distribution generated by the cochlear wavelet transform. We show here a comparative study of normal and abnormal heart sounds, whose scalograms exhibit noticeable morphological differences in terms of duration and spectral composition of sounds. These differences suggest that the cochlear-wavelet-based scalogram can become an interesting approach to design automatic diagnosis systems
Keywords :
bioacoustics; cardiology; filtering theory; medical signal processing; patient diagnosis; time-frequency analysis; wavelet transforms; abnormal heart sounds; auscultation; automatic diagnosis systems; cochlear wavelet transform; duration of sounds; morphological differences; normal heart sounds; phonocardiograms; phonocardiography-based diagnosis; scalograms; signal processing; spectral composition of sounds; time-frequency distribution; wavelet analysis; Cardiac disease; Filters; Frequency; Heart; Pathology; Signal analysis; Signal resolution; Statistics; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-4262-3
Type :
conf
DOI :
10.1109/IEMBS.1997.757032
Filename :
757032
Link To Document :
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