• DocumentCode
    941609
  • Title

    Computing the size and location of myocardial ischemia using measurements of ST-segment shift

  • Author

    MacLachlan, Mary C. ; Nielsen, Bjørn Fredrik ; Lysaker, Marius ; Tveito, Aslak

  • Author_Institution
    Simula Res. Lab., Lysaker, Norway
  • Volume
    53
  • Issue
    6
  • fYear
    2006
  • fDate
    6/1/2006 12:00:00 AM
  • Firstpage
    1024
  • Lastpage
    1031
  • Abstract
    It is well known that the presence of myocardial ischemiastract can be observed as a shift in the ST segment of an electrocardiogram (ECG) recording. The question we address in this paper is whether or not ST shift can be used to compute approximations of the size and location of the ischemic region. We begin by investigating a cost functional (measuring the difference between synthetic recorded data and simulated values of ST shift) for a parameter identification problem to locate the ischemic region. We then formulate a more flexible representation of the ischemia using a level set framework and solve the associated minimization problem for the size and position of the ischemia. We apply this framework to a set of ECG data generated by the Bidomain model using the cell model of Winslow et al. Based on this data, we show that values of ST shift recorded at the body surface are capable of identifying the position and (roughly) the size of the ischemia.
  • Keywords
    electrocardiography; medical signal processing; minimisation; parameter estimation; ECG; ST-segment shift; bidomain model; electrocardiogram; level set framework; minimization problem; myocardial ischemia location; myocardial ischemia size; parameter identification; Computational modeling; Cost function; Electrocardiography; Ischemic pain; Level set; Myocardium; Parameter estimation; Rough surfaces; Size measurement; Surface roughness; Inverse problem; ST-segment shift; level set method; myocardial ischemia; Animals; Arrhythmias, Cardiac; Body Surface Potential Mapping; Computer Simulation; Diagnosis, Computer-Assisted; Electrocardiography; Heart Conduction System; Humans; Models, Cardiovascular; Myocardial Ischemia; Severity of Illness Index;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2005.863928
  • Filename
    1634496