• DocumentCode
    1433671
  • Title

    Spatiotemporal QRST cancellation techniques for analysis of atrial fibrillation

  • Author

    Stridh, Martin ; Sörnmo, Leif

  • Author_Institution
    Dept. of Appl. Electron., Lund Univ., Sweden
  • Volume
    48
  • Issue
    1
  • fYear
    2001
  • Firstpage
    105
  • Lastpage
    111
  • Abstract
    A new method for QRST cancellation is presented for the analysis of atrial fibrillation in the surface electrocardiogram (ECG). The method is based on a spatiotemporal signal model which accounts for dynamic changes in QRS morphology caused, e.g., by variations in the electrical axis of the heart. Using simulated atrial fibrillation signals added to normal ECGs, the results show that the spatiotemporal method performs considerably better than does straightforward average beat subtraction (ABS). In comparison to the ABS method, the average QRST-related error was reduced to 58 percent. The results obtained from ECGs with atrial fibrillation agreed very well with those from simulated fibrillation signals.
  • Keywords
    electrocardiography; medical signal processing; QRS cancellation; QRS morphology dynamic changes; QRST-related error; atrial fibrillation analysis; average beat subtraction; electrodiagnostics; heart electrical axis variations; least squares estimation; simulated fibrillation signals; spatiotemporal QRST cancellation techniques; spatiotemporal signal model; Atrial fibrillation; Electrocardiography; Heart; Least squares approximation; Length measurement; Rhythm; Spatiotemporal phenomena; Surface morphology; Surface waves; Time measurement; Atrial Fibrillation; Humans; Models, Cardiovascular; Reference Values; Signal Processing, Computer-Assisted; Vectorcardiography;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.900266
  • Filename
    900266