DocumentCode :
335920
Title :
Stability analysis of ventricular tachycardia using discrete dynamic models
Author :
Metzler, Sandra A. ; Bayly, Philip V. ; Reek, Sven ; Ideker, Raymond E. ; Smith, William M.
Author_Institution :
Dept. of Mech. Eng., Washington Univ., St. Louis, MO, USA
Volume :
1
fYear :
1997
fDate :
30 Oct-2 Nov 1997
Firstpage :
54
Abstract :
This paper presents a stability analysis of ventricular tachycardia (VT). Cardiac electrical activity in 5 sheep with induced myocardial infarction was monitored with endocardial electrodes and on the body surface during and following induction into tachycardia. Consecutive cycle times were used to create a discrete state variable vector. Data were then classified into one of four categories: induction, steady-state tachycardia, termination into sinus rhythm, or termination into fibrillation. A discrete “map” or predictive equation was then fitted to data from each of these periods of behavior. An eigen-analysis was performed to determine stability. Mean squared error for the map was also calculated, as an indicator of the quality of the fit. The MSE also indicates the degree of determinism. Preliminary results indicate that this method may be useful in quantifying the stability of cardiac rhythms
Keywords :
electrocardiography; medical signal processing; body surface; cardiac electrical activity; cardiac rhythms stability quantification; cycle times; discrete dynamic models; discrete map; discrete state variable vector; eigen analysis; endocardial electrodes; fibrillation; fit quality; induced myocardial infarction; induction; predictive equation; sheep; sinus rhythm; steady-state tachycardia; ventricular tachycardia stability analysis; Engineering management; Fibrillation; Laboratories; Mechanical engineering; Monitoring; Myocardium; Rhythm; Stability analysis; Time measurement; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1094-687X
Print_ISBN :
0-7803-4262-3
Type :
conf
DOI :
10.1109/IEMBS.1997.754461
Filename :
754461
Link To Document :
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