• DocumentCode
    706097
  • Title

    Near real time noise detection during heart sound acquisition

  • Author

    Kumar, D. ; Carvalho, P. ; Antunes, M. ; Henriques, J. ; Schmidt, R. ; Habetha, J.

  • Author_Institution
    Centre of Inf. Syst., Univ. of Coimbra, Coimbra, Portugal
  • fYear
    2007
  • fDate
    3-7 Sept. 2007
  • Firstpage
    1387
  • Lastpage
    1391
  • Abstract
    Heart sound is a valuable biosignal for early detection of a large set of cardiac diseases. Ambient and physiological noise interference is one of the most usual and high probable incidents during heart sound acquisition. It tends to change the prominent and crucial characteristics of heart sound which may possess important information for heart disease diagnosis. In this paper, we propose a new method to detect ambient and internal body noises combined with heart sound. The algorithm is based upon the periodic nature of heart sounds and physiologically inspired criteria. A small segment of clean heart sound exhibiting periodicity in time as well as in the frequency domain is first detected and applied as a reference signal in sorting noise from the sound. The achieved average sensitivity and specificity are 94% and 97%, respectively.
  • Keywords
    acoustic noise; acoustic signal processing; cardiology; medical signal detection; medical signal processing; ambient body noise detection; ambient noise interference; cardiac disease early detection; heart disease diagnosis; heart sound acquisition; heart sound frequency domain periodicity; heart sound temporal periodicity; internal body noise detection; near real time noise detection; periodic heart sounds; physiological noise interference; physiologically inspired criteria; Correlation; Feature extraction; Frequency-domain analysis; Heart; Noise; Signal processing algorithms; Valves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2007 15th European
  • Conference_Location
    Poznan
  • Print_ISBN
    978-839-2134-04-6
  • Type

    conf

  • Filename
    7099033