• DocumentCode
    3134364
  • Title

    A Study of Heart Sound and Lung Sound Separation by Independent Component Analysis Technique

  • Author

    Chien, Jen-Chien ; Huang, Ming-Chuan ; Lin, Yue-Der ; Chong, Fokching

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    5708
  • Lastpage
    5711
  • Abstract
    In the hospital, using percussion and auscultation are the most common ways for physical examination. Recently, in order to develop tele-medicine and home care system and to assist physician getting better auscultation results; electric stethoscope and computer analysis have become an inevitable trend. However, two important physical signals heart sound and lung sound recorded from chest overlap on spectrum chart. Therefore, in order to reduce human factor (ex. misplace or untrained of using) and minimize correlated effect in computer analysis; it´s necessary for separated heart sound and lung sound. Independent component analysis can divide these sounds efficiency. In this paper, we use two microphones to collect signals from left and right chest. We have successfully divide heart and lung sounds by fast ICA algorithm. Therefore, it can assist physician examine and also using on tele-medicine and home care by this way
  • Keywords
    bioacoustics; biomedical equipment; cardiology; health care; independent component analysis; lung; medical signal processing; source separation; telemedicine; auscultation; computer analysis; computer sound card; electric stethoscope; fast ICA algorithm; heart sound; home care system; independent component analysis technique; lung sound; microphones; percussion; physical signals; source separation; spectrum chart; telemedicine; Chebyshev approximation; Equations; Heart; Hospitals; Independent component analysis; Lungs; Microphones; Principal component analysis; Stethoscope; Telemedicine; Auscultation; Heart sound; Independent Component Analysis; Lung sound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.260223
  • Filename
    4463102