• DocumentCode
    1696585
  • Title

    The influence of lead selection on the correlation dimension for quantification of the chaotic attractor underlying polymorphic tachyarrhythmias

  • Author

    Dassen, W.R.M. ; Mulleneers, R.G.A. ; Postma, EO ; Dijk, WA ; Haaksma, J. ; Verduyn, S.C. ; Vos, M.A.

  • Author_Institution
    Dept. of Cardiology & Comput. Sci., Limburg Univ., Maastricht, Netherlands
  • fYear
    1996
  • Firstpage
    557
  • Lastpage
    560
  • Abstract
    Currently the correlation dimension is frequently used to quantify the non-linear properties of the electrocardiogram recorded in rest or during various tachyarrhythmias. In this study the influence of lead selection and embedding dimension on the correlation dimension was evaluated. In nine dogs presented with Torsade de Pointes tachyarrhythmias the correlation dimension was determined using the commonly applied method of Grassberger and Procaccis, for the embedding dimension 3, 4, 5 and 8. Between dogs the average correlation dimension varied from 1.37-2.12, 1.42-2.39, 1.45-2.63, and 1.55-3.03 respectively. Within dogs the difference between those two leads with the minimal and maximal dimension varied from 0.17-0.67, 0.19-0.95, 0.24-1.00 and 0.32-1.14. The study suggests that the correlation dimension should not be used to compare the non-linearity between patients but should be limited to longitudinal comparison in one patient.
  • Keywords
    chaos; correlation methods; electrocardiography; medical signal processing; signal reconstruction; Torsade de Pointes tachyarrhythmias; chaotic attractor; correlation dimension; dogs; electrocardiogram; embedding dimension; lead selection; maximal dimension; minimal dimension; nonlinear properties; polymorphic tachyarrhythmias; quantification; rest; Animals; Cardiology; Chaos; Computer science; Delay estimation; Dogs; Extremities; Performance evaluation; Risk analysis; Sampling methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 1996
  • Conference_Location
    Indianapolis, IN, USA
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-3710-7
  • Type

    conf

  • DOI
    10.1109/CIC.1996.542597
  • Filename
    542597