DocumentCode :
333490
Title :
Regularity patterns in heart rate variability signal: the approximate entropy approach
Author :
Signorini, Maria G. ; Sassi, Roberto ; Lombardi, Federico ; Cerutti, Sergio
Author_Institution :
Dipt. di Bioingegneria, Politecnico di Milano, Italy
fYear :
1998
fDate :
29 Oct-1 Nov 1998
Firstpage :
306
Abstract :
Recent approaches to the study of nonlinearity in biological systems have found a powerful tool in the approximate entropy (ApEn) estimation. ApEn is a family of statistic indices that measures different degrees of regularity in time series without any a priori hypothesis about the system structure generating them. In this paper we analyze its ability to distinguish, in the short period, different physiological conditions in which the cardiovascular control system can influence the heart rate variability signal (HRV). At the same time we show results confirming a significant separation in myocardial infarction populations on the basis of the ApEn index. The experimental work also discusses the choice of parameters for a correct ApEn index estimation and its link with the neural mechanisms controlling HRV signal
Keywords :
autoregressive processes; biocontrol; cardiovascular system; chaos; electrocardiography; entropy; neurophysiology; nonlinear dynamical systems; physiological models; time series; ECG data; approximate entropy estimation; autoregressive model; cardiovascular control system; cardiovascular system; chaos; heart rate variability signal; myocardial infarction populations separation; neural mechanisms; nonlinearity in biological systems; regularity patterns; statistic indices; time series; Biological systems; Cardiology; Character generation; Control systems; Entropy; Fluctuations; Fractals; Heart rate variability; Nonlinear dynamical systems; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
ISSN :
1094-687X
Print_ISBN :
0-7803-5164-9
Type :
conf
DOI :
10.1109/IEMBS.1998.745903
Filename :
745903
Link To Document :
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