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
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;
Conference_Titel :
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3490-9
DOI :
10.1109/PACIIA.2008.124