• DocumentCode
    169845
  • Title

    Comparison between permutation and coarse-grained entropy approaches for the assessment of short-term complexity of heart period variability

  • Author

    Porta, Alberto ; Bari, Vlasta ; Marchi, Andrea ; Bassani, T. ; Castiglioni, Paolo ; Di Rienzo, Marco ; Cividjian, Andrei ; Quintin, Luc

  • Author_Institution
    Dept. of Biomed. Sci. for Health, Univ. of Milan, Milan, Italy
  • fYear
    2014
  • fDate
    25-28 May 2014
  • Firstpage
    7
  • Lastpage
    8
  • Abstract
    The study compares permutation and coarse-grained entropy approaches for the assessment of short-term complexity of the cardiovascular control from heart period (HP) variability recordings. Approaches were applied to simulations and to HP variability series recorded during complete vagal blockade obtained via administration of a high dose of atropine (AT). Differences between the estimated complexity indexes derived from both simulations and real data indicated that permutation entropy has a larger sensitivity to noise than coarse-grained entropy. We recommend caution in applying permutation entropy in presence of short HP variability series characterized by a low signal-to-noise ratio such as after complete vagal blockade induced by AT.
  • Keywords
    cardiovascular system; electrocardiography; entropy; atropine; cardiovascular control; coarse-grained entropy approaches; heart period variability recordings; permutation entropy approaches; short HP variability series; short-term complexity assessment; signal-noise ratio; vagal blockade; Complexity theory; Entropy; Heart; Indexes; Noise; Oscillators; Physiology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on
  • Conference_Location
    Trento
  • Type

    conf

  • DOI
    10.1109/ESGCO.2014.6847492
  • Filename
    6847492