• 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