• DocumentCode
    833568
  • Title

    An Algorithm for Robust and Efficient Location of T-Wave Ends in Electrocardiograms

  • Author

    Qinghua Zhang ; Manriquez, A.I. ; Medigue, C. ; Papelier, Y. ; Sorine, M.

  • Author_Institution
    IRISA, Rennes
  • Volume
    53
  • Issue
    12
  • fYear
    2006
  • Firstpage
    2544
  • Lastpage
    2552
  • Abstract
    The purpose of this paper is to propose a new algorithm for T-wave end location in electrocardiograms, mainly through the computation of an indicator related to the area covered by the T-wave curve. Based on simple assumptions, essentially on the concavity of the T-wave form, it is formally proved that the maximum of the computed indicator inside each cardiac cycle coincides with the T-wave end. Moreover, the algorithm is robust to acquisition noise, to wave form morphological variations and to baseline wander. It is also computationally very simple: the main computation can be implemented as a simple finite impulse response filter. When evaluated with the PhysioNet QT database in terms of the mean and the standard deviation of the T-wave end location errors, the proposed algorithm outperforms the other algorithms evaluated with the same database, according to the most recent available publications up to our knowledge
  • Keywords
    FIR filters; electrocardiography; medical signal processing; noise; PhysioNet QT database; T-wave end location; acquisition noise; baseline wander; cardiac cycle; electrocardiograms; finite impulse response filter; wave form morphological variations; Application software; Computer errors; Databases; Electrocardiography; Finite impulse response filter; Heart rate interval; Noise robustness; Signal processing; Signal processing algorithms; Standards publication; Electrocardiogram (ECG); T-wave end location; signal processing; Algorithms; Arrhythmias, Cardiac; Artificial Intelligence; Diagnosis, Computer-Assisted; Electrocardiography; Heart Rate; Humans; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2006.884644
  • Filename
    4015620