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
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