• DocumentCode
    472199
  • Title

    A Procedure to Extract the Aortic and the Pulmonary Sounds from the Phonocardiogram

  • Author

    Nigam, Vivek ; Priemer, Roland

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Illinois Univ., Chicago, IL
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    5715
  • Lastpage
    5718
  • Abstract
    The time interval between the aortic (A2) and pulmonary (P2) components of the second heart sound (S2) is an indicator of the presence and severity of several cardiac abnormalities. However, in many cases identification of the A2 and P2 components is difficult due to their temporal overlap and significant spectral similarity. In this work, we present a method to extract the A2 and P2 components from the S2 sound, by assuming their mutual statistical independence. Once extracted, the A2 and P2 components are identified by using a physiological reference signal. Results obtained from real data are encouraging, and show promise for utilizing the proposed method in a clinical setting to non-invasively tract the A2-P2 time interval
  • Keywords
    bioacoustics; bioelectric phenomena; blind source separation; cardiology; feature extraction; lung; medical signal processing; statistical analysis; aortic component extraction; aortic sounds; blind source separation; cardiac abnormalities; heart sound; phonocardiogram; physiological signal; pulmonary component extraction; pulmonary sounds; spectral similarity; statistical independence; temporal overlap; Acoustical engineering; Arteries; Blood; Cities and towns; Data mining; Frequency estimation; Heart valves; Humans; Hypertension; USA Councils;
  • 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.2006.259535
  • Filename
    4463104