• DocumentCode
    3078719
  • Title

    Analysis of the ventricular fibrillation ECG with methods from nonlinear dynamics

  • Author

    Ravelli, F. ; Antolini, R.

  • Author_Institution
    IRST, Povo, Trento, Italy
  • fYear
    1989
  • fDate
    19-22 Sep 1989
  • Firstpage
    501
  • Lastpage
    504
  • Abstract
    Ventricular fibrillation (VF) ECGs (electrocardiograms) show rapid and irregular oscillations described by cardiologists as `chaotic´. To investigate whether the observed chaotic rhythm reflects a model of deterministic chaos, a dimensional analysis of four VF ECGs obtained from the American Heart Association Database has been carried out. The correlation dimension D calculated at embedding dimension equal to 20 gives values ranging from 7.7 to 9.5. Since D, as a function of the embedding dimension does not show a complete saturation, it turns out that low-dimensional models cannot account for the dynamics of the fibrillation ECG. A comparison between correlation dimensions obtained during VF and sinus rhythm (literature data range from 3.6 to 5.2) suggests a potential relevance of this new parameter in a comparative sense
  • Keywords
    chaos; electrocardiography; physiological models; waveform analysis; American Heart Association Database; chaotic rhythm; deterministic chaos model; dimensional analysis; embedding dimension; literature data; low-dimensional models; nonlinear dynamics methods; sinus rhythm; ventricular fibrillation ECG; Cardiology; Chaos; Databases; Electrocardiography; Fibrillation; Heart rate; Integral equations; Nonlinear dynamical systems; Physics; Rhythm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 1989, Proceedings.
  • Conference_Location
    Jerusalem
  • Print_ISBN
    0-8186-2114-1
  • Type

    conf

  • DOI
    10.1109/CIC.1989.130605
  • Filename
    130605