• DocumentCode
    3629718
  • Title

    PVC scalogram detection using neural network

  • Author

    Ana Gavrovska;Dubravka Jevtic

  • Author_Institution
    Faculty of Electrical Engineering, University of Belgrade, Serbia
  • fYear
    2008
  • Firstpage
    161
  • Lastpage
    164
  • Abstract
    This paper defines pattern matching using backpropagation neural network for detection of Premature Ventricular Complexes in electrocardiograms. Scalograms using continuous wavelet transformation proved to be a powerful tool in morphological recognition of the segments. Total segment overlapping is also presented as a convenient method for classifying normal and odd intervals. It can be helpful not only in interval segmentation for making patterns, but also as a visualization tool.
  • Keywords
    "Neural networks","Electrocardiography","Pattern matching","Backpropagation","Heart rate variability","Wavelet analysis","Continuous wavelet transforms","Time frequency analysis","Visualization","Cardiac disease"
  • Publisher
    ieee
  • Conference_Titel
    Neural Network Applications in Electrical Engineering, 2008. NEUREL 2008. 9th Symposium on
  • Print_ISBN
    978-1-4244-2903-5
  • Type

    conf

  • DOI
    10.1109/NEUREL.2008.4685600
  • Filename
    4685600