• DocumentCode
    481789
  • Title

    Detection of Mechanical Prosthetic Heart Valve Dysfunction Using Spectrum Estimation and Time-Scale Techniques

  • Author

    Zhang, Di ; Yao, Jianping ; Yang, Song ; Du, Minghui

  • Author_Institution
    Coll. of Electron. & Inf., South China Univ. of Technol., Guangzhou
  • Volume
    1
  • fYear
    2008
  • fDate
    19-20 Dec. 2008
  • Firstpage
    827
  • Lastpage
    831
  • Abstract
    The diagnostic features in recorded heart sounds with mechanical prosthetic heart valves (either mitral or aortic heart valve) were investigated by using spectral estimation and discrete wavelet transform (DWT) techniques. Results showed that for patients with mechanical prosthetic heart valve, it is possible to identify the normal patients, the perivalvular leakage patients and the valve obstruction patients via combined spectral and time-scale features, and experiments also demonstrated that neither spectral feature nor time-scale feature separately could solve the identification problem.
  • Keywords
    bioacoustics; cardiology; discrete wavelet transforms; diseases; fast Fourier transforms; medical signal processing; patient diagnosis; prosthetics; aortic heart valve; discrete wavelet transform techniques; fast Fourier transform; heart sounds; mechanical prosthetic heart valve dysfunction; mitral heart valve; perivalvular leakage patients; spectrum estimation; time-scale techniques; valve obstruction patients; Biological system modeling; Cardiac disease; Data mining; Discrete wavelet transforms; Educational institutions; Frequency estimation; Heart valves; Low pass filters; Prosthetics; Spectral analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3490-9
  • Type

    conf

  • DOI
    10.1109/PACIIA.2008.124
  • Filename
    4756676