• 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