DocumentCode :
2967679
Title :
Non-linear analysis of heart rate variability in patients with coronary heart disease
Author :
Krstacic, G. ; Krstacic, A. ; Martinis, M. ; Vargovic, E. ; Knezevic, A. ; Smalcelj, A. ; Jembrek-Gostovic, M. ; Gamberger, D. ; Smuc, T.
Author_Institution :
Inst. for Cardiovascular Disease & Rehabilitation, Rudjer Boskovic Inst., Zagreb, Croatia
fYear :
2002
fDate :
22-25 Sept. 2002
Firstpage :
673
Lastpage :
675
Abstract :
The article emphasizes clinical and prognostic significance of non-linear measures of the heart rate variability, applied on the group of patients with coronary heart disease (CHD) and age-matched healthy control group. Three different methods were applied: Hurst exponent (H), Detrended Fluctuation Analysis (DFA) and approximate entropy (ApEn). Hurst exponent of the R-R series was determined by the range rescaled analysis technique. DFA was used to quantify fractal long-range-correlation properties of heart rate variability. Approximate entropy measures the unpredictability of fluctuations in a time series. It was found that the short-term fractal scaling exponent (α1) is significantly lower in patients with CHD (0.93 ± 0.07 vs. 1.09 ± 0.04; p < 0.001). The patients with CHD had lower Hurst exponent in each program of exercise test separately, as well as approximate entropy than healthy control group (P < 0.001).
Keywords :
electrocardiography; entropy; fluctuations; fractals; medical signal processing; nonlinear dynamical systems; Hurst exponent; R-R series; age-matched healthy control group; approximate entropy; clinical significance; coronary heart disease; detrended fluctuation analysis; fractal long-range-correlation properties; heart rate variability; nonlinear measures; prognostic significance; time series; Cardiac disease; Cardiovascular diseases; Echocardiography; Electrocardiography; Entropy; Fractals; Heart rate variability; Medical diagnostic imaging; Testing; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2002
ISSN :
0276-6547
Print_ISBN :
0-7803-7735-4
Type :
conf
DOI :
10.1109/CIC.2002.1166862
Filename :
1166862
Link To Document :
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