Short-term forecasting of life-threatening cardiac arrhythmias based on symbolic dynamics and finite-time growth rates

Niels Wessel, Christine Ziehmann, Jürgen Kurths, Udo Meyerfeldt, Alexander Schirdewan, and Andreas Voss
Phys. Rev. E 61, 733 – Published 1 January 2000
PDFExport Citation

Abstract

Ventricular tachycardia or fibrillation (VT-VF) as fatal cardiac arrhythmias are the main factors triggering sudden cardiac death. The objective of this study is to find early signs of sustained VT-VF in patients with an implanted cardioverter-defibrillator (ICD). These devices are able to safeguard patients by returning their hearts to a normal rhythm via strong defibrillatory shocks; additionally, they store the 1000 beat-to-beat intervals immediately before the onset of a life-threatening arrhythmia. We study these 1000 beat-to-beat intervals of 17 chronic heart failure ICD patients before the onset of a life-threatening arrhythmia and at a control time, i.e., without a VT-VF event. To characterize these rather short data sets, we calculate heart rate variability parameters from the time and frequency domain, from symbolic dynamics as well as the finite-time growth rates. We find that neither the time nor the frequency domain parameters show significant differences between the VT-VF and the control time series. However, two parameters from symbolic dynamics as well as the finite-time growth rates discriminate significantly both groups. These findings could be of importance in algorithms for next generation ICD’s to improve the diagnostics and therapy of VT-VF.

  • Received 21 December 1998

DOI:https://doi.org/10.1103/PhysRevE.61.733

©2000 American Physical Society

Authors & Affiliations

Niels Wessel1,2,*, Christine Ziehmann2, Jürgen Kurths2, Udo Meyerfeldt3, Alexander Schirdewan3, and Andreas Voss1

  • 1University of Applied Sciences Jena, Tatzendpromenade 1b, 07745 Jena, Germany
  • 2University Potsdam, Postfach 601553, 14415 Potsdam, Germany
  • 3Franz-Volhard-Hospital, Wiltbergstrasse 50, 13125 Berlin, Germany

  • *Electronic address: wessel@fvk-berlin.de

References (Subscription Required)

Click to Expand
Issue

Vol. 61, Iss. 1 — January 2000

Reuse & Permissions
Access Options
Author publication services for translation and copyediting assistance advertisement

Authorization Required


×
×

Images

×

Sign up to receive regular email alerts from Physical Review E

Log In

Cancel
×

Search


Article Lookup

Paste a citation or DOI

Enter a citation
×