• DocumentCode
    636576
  • Title

    Detection of transient, regional cardiac repolarization alternans by time-frequency analysis of synthetic electrograms

  • Author

    Orini, M. ; Hanson, Ben ; Taggart, Peter ; Lambiase, Pier

  • Author_Institution
    Inst. of Cardiovascular Sci., Univ. Coll. London, London, UK
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    3773
  • Lastpage
    3776
  • Abstract
    Repolarization alternans (RA), originating at the cellular level, is thought to produce an arrhythmogenic substrate, and surface ECG T-wave alternans (TWA) is a marker of risk for sudden cardiac death. In this paper we study RA in the unipolar electrograms (EGM), which represent the electrical activity of the heart at the tissue level. We first describe a simple analytical model to study how RA, simulated as alternating variations of action potential duration, affects EGM-TWA, and then we propose a novel methodology based on time-frequency analysis to detect EGM-TWA which occurs intermittently in few consecutive beats. In a simulation study, we used a 257-node whole heart model to reproduce several patterns of RA. RA involved specific subsets of adjacent nodes (11, 65 and 257), exhibited different amplitudes (0.25, 0.5 and 1 ms) and lasted for 40 consecutive beats of a 80-beat-long test sequence. Results show a relationship between the spatial distribution of RA and EGM-TWA: the smaller the region where RA occurs, the higher the extent of EGM-TWA. With the proposed methodology, we localized those portions of myocardium which exhibited EGM-TWA with an accuracy higher than 90%.
  • Keywords
    bioelectric potentials; biological tissues; biomembrane transport; cellular biophysics; electrocardiography; time-frequency analysis; EGM-TWA; action potential; arrhythmogenic substrate; cellular level; electrical activity; heart model; myocardium; regional cardiac repolarization alternans; risk marker; simple analytical model; spatial distribution; surface ECG T-wave alternans; synthetic electrograms; time-frequency analysis; tissue level; transient detection; unipolar electrograms; Accuracy; Electric potential; Electrocardiography; Heart; Morphology; Time-frequency analysis; Transient analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6610365
  • Filename
    6610365