Title :
Analysis of the ventricular fibrillation ECG with methods from nonlinear dynamics
Author :
Ravelli, F. ; Antolini, R.
Author_Institution :
IRST, Povo, Trento, Italy
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;
Conference_Titel :
Computers in Cardiology 1989, Proceedings.
Conference_Location :
Jerusalem
Print_ISBN :
0-8186-2114-1
DOI :
10.1109/CIC.1989.130605