DocumentCode
1397864
Title
Noninvasive detection of coronary stenoses before and after angioplasty using eigenvector methods
Author
Akay, Metin ; Semmlow, John L. ; Welkowitz, Walter ; Bauer, Michele D. ; Kostis, J.B.
Author_Institution
Dept. of Biomed. Eng., Rutgers Univ., Piscataway, NJ, USA
Volume
37
Issue
11
fYear
1990
Firstpage
1095
Lastpage
1104
Abstract
Previous studies suggest that partially occluded coronary arteries may generate sounds due to turbulent blood flow. To support these findings, the frequency spectra of diastolic heart sounds are compared before and after angioplastic surgery. Since the low-level sounds associated with partially occluded coronary arteries are contaminated with considerable background noise, traditional FFT analysis may not produce accurate frequency spectra. In a previous study using the same data, no significant differences were found in the diastolic heart sounds before and after angioplastic surgery. In this study, three eigenvector methods (Pisarenko, MUSIC, and Minimum-Norm) have been selected to generate the frequency spectra because of their higher resolution, particularly in the presence of noise. Although the Pisarenko method produced spurious zeros and could not be used, the other two methods produced spectra showing, in most cases, a marked decrease in high-frequency spectral components following angioplasty.
Keywords
bioacoustics; cardiology; surgery; Pisarenko method; angioplasty; coronary stenoses; diastolic heart sounds; eigenvector methods; frequency spectra; noninvasive detection; spurious zeros; turbulent blood flow; Acoustic noise; Angioplasty; Arteries; Background noise; Blood flow; Frequency; Heart; Multiple signal classification; Noise generators; Surgery; Algorithms; Angioplasty, Transluminal, Percutaneous Coronary; Coronary Disease; Heart Sounds; Humans; Signal Processing, Computer-Assisted;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.61035
Filename
61035
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