DocumentCode :
2366608
Title :
Quantitative evaluation of heart rate variability associated with autonomic nervous system dysfunction/blockade [ECG analysis]
Author :
Bezerianos, A. ; Cimponeriu, L. ; Polydoropoulos, P. ; Alexopoulos, D. ; Bountis, T.
Author_Institution :
Dept. of Med. Phys., Patras Univ., Greece
fYear :
1998
fDate :
13-16 Sep 1998
Firstpage :
369
Lastpage :
372
Abstract :
In this study the authors performed a quantitative evaluation of the Heart Rate Variability (HRV) associated with normals and in patients with Autonomous Nervous System (ANS) dysfunction of two different origins: diabetic neuropathy and pharmacologically induced ANS blockade (after atropine and propanolol administration). Simple time and frequency domain statistics were computed from the RR time series. Due to of the strong evidence of nonlinearity in the cardiovascular system the linear approach was extended by computing the correlation dimension (CD) as an estimator of the complexity of the three categories of data. The potential discriminating character of CD was examined as well as the validity of this estimator. The authors found that in the case of drug induced ANS blockade CD was statistically significantly less than in the other cases (normal and pathological ANS blockade). However, analysis of surrogate applied on the three categories of patients failed to assign nonlinear properties as captured by CD, suggesting that linear correlation is also involved
Keywords :
electrocardiography; frequency-domain analysis; medical signal processing; neurophysiology; time series; time-domain analysis; ECG analysis; RR time series; atropine; autonomic nervous system blockade; autonomic nervous system dysfunction; correlation dimension; diabetic neuropathy; heart rate variability; linear correlation; nonlinear properties; pharmacologically induced ANS blockade; propanolol; Cardiovascular system; Diabetes; Drugs; Failure analysis; Frequency domain analysis; Heart rate variability; Nervous system; Pathology; Performance evaluation; Statistics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
ISSN :
0276-6547
Print_ISBN :
0-7803-5200-9
Type :
conf
DOI :
10.1109/CIC.1998.731815
Filename :
731815
Link To Document :
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