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
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;
Conference_Titel :
Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on
Conference_Location :
Trento
DOI :
10.1109/ESGCO.2014.6847492