• DocumentCode
    2882404
  • Title

    Beat-to-beat complexity analysis before the onset of ventricular tachycardia

  • Author

    Wessel, N. ; Marwan, N. ; Schirdewan, A. ; Kurths, J.

  • Author_Institution
    Inst. of Phys., Potsdam Univ., Germany
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    477
  • Lastpage
    480
  • Abstract
    We present recently introduced new recurrence plot based measures of complexity and illustrate their potential with applications to the logistic map and heart rate variability data. These new measures make the identification of chaos-chaos transitions possible and identify laminar states. The application to the heart rate variability data detects and quantifies the laminar phases before a life-threatening cardiac arrhythmia occurs; thereby facilitating a possible prediction of such an event. A comparison to the previous applied methods from symbolic dynamics and the finite-time growth rates is given.
  • Keywords
    cardiology; chaos; medical signal processing; beat-to-beat complexity analysis; chaos-chaos transitions; finite-time growth rates; heart rate variability; laminar states; life-threatening cardiac arrhythmia; logistic map; recurrence plot; symbolic dynamics; ventricular tachycardia; Chaos; Delay estimation; Event detection; Heart rate; Heart rate detection; Heart rate variability; Logistics; Phase detection; Physics; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291196
  • Filename
    1291196