• DocumentCode
    2820383
  • Title

    Autonomic function evaluated by entropy measures of the heart rate variability

  • Author

    Clarià, F. ; Vallverdú, M. ; Martinez, P. ; Alonso, Jl ; Viñolas, X. ; Zareba, W. ; de Luna, A. Bayes ; Caminal, P.

  • Author_Institution
    ESAII, Univ. Politecnica de Catalunya, Barcelona, Spain
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    461
  • Lastpage
    464
  • Abstract
    Measurements of the system complexity analysis have been applied based on the Renyi and Shannon entropies, in order to describe the Heart Rate Variability (HRV). The RR series were obtained from ECG recordings of 117 subjects: Group IDC, containing 53 patients with idiopathic dilated cardiomyopathy; Group NRM, formed by 64 healthy people. Only the night period (O:OO-5:00 h) was considered for time-series analysis. The entropies were calculated in four spectral bands: very low frequency VLF (0-0.04 Hz), low frequency LF (0.04-0.15 Hz), high frequency HF (O.15-0.45 Hz) and in the total band TF (0-0.45 Hz). A study of the lags involved in the calculation of the entropies was carried out. All entropies showed significant statistical differences (p<0.001) comparing IDC and NRM groups, independently of the lag, except those obtained in the VLF band. A linear combination of the entropies, calculated in the HF, LF and VLF bands, permitted the IDC and NRM groups to be characterised
  • Keywords
    biocontrol; electrocardiography; entropy; medical signal processing; neurophysiology; time series; 0 to 0.04 Hz; 0.04 to 0.15 Hz; 0.15 to 0.45 Hz; ECG recordings; IDC group; LF; NRM group; RR series; Renyi entropy; Shannon entropy; VLF; autonomic function; entropy measures; healthy people; heart rate variability; high frequency; idiopathic dilated cardiomyopathy; lags; linear combination; low frequency; night period; patients; spectral bands; statistical differences; system complexity analysis; time-series analysis; total band; very low frequency; Analysis of variance; Cardiology; Electrocardiography; Entropy; Finite impulse response filter; Frequency; Hafnium; Heart rate variability; Nervous system; Nonlinear dynamical systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology 2000
  • Conference_Location
    Cambridge, MA
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-6557-7
  • Type

    conf

  • DOI
    10.1109/CIC.2000.898557
  • Filename
    898557