• DocumentCode
    2651430
  • Title

    A level sets algorithm for the inverse problem of electrocardiography

  • Author

    Ghodrati, Alireza ; Calderero, Felipe ; Brooks, Dana H. ; Tadmor, Gilead ; MacLeod, Rob

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    7-10 Nov. 2004
  • Firstpage
    1590
  • Abstract
    One of the key features of the heart´s electrical activity is the activation wavefront. The purpose of this work is to reconstruct the activation wavefront at each time instant from the measured potentials on the body surface by using a level sets based algorithm. We approximated the potential map of the heart surface as a two level image and we solve the inverse problem by evolving a boundary starting from an initial region, such that the residual error is minimized. The advantage of this method over standard activation-based solutions is that we do not require any isotropy assumption about cardiac activation.
  • Keywords
    approximation theory; bioelectric potentials; electrocardiography; inverse problems; medical signal processing; Kalman filtering; activation wavefront reconstruction; body surface; electrocardiography inverse problem; heart electrical activity; heart surface; level sets algorithm; potential map approximation; potentials measurement; standard activation-based solutions; Attenuation; Electric variables measurement; Electrocardiography; Heart; Inverse problems; Level set; Muscles; Smoothing methods; Surface reconstruction; Time measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
  • Print_ISBN
    0-7803-8622-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.2004.1399424
  • Filename
    1399424