DocumentCode :
3684836
Title :
General anesthesia reduces the information exchange between heart and circulation
Author :
Alberto Porta;Vlasta Bari;Andrea Marchi;Beatrice De Maria;Valeria Pistuddi;Marco Ranucci
Author_Institution :
Department of Biomedical Sciences for Health, University of Milan, Italy
fYear :
2015
Firstpage :
4029
Lastpage :
4032
Abstract :
The study demonstrates the ability of an information-theoretic measure, such as the transfer entropy (TE), in detecting the depression of the cardiac baroreflex control and circulatory-cardio mechanical feedforward link during propofol-induced general anesthesia. TE was computed from spontaneous variability of heart period (HP) and systolic arterial pressure (SAP) in patients undergoing coronary artery bypass graft (CABG). TE from SAP to HP and from HP to SAP were evaluated by accounting for the confounding effect of respiration (R) affecting both HP and SAP (i.e. TESAP→HP|R and TEHP→SAP|R respectively). Both TESAP→HP|R and TEHP→SAP|R decreased during general anesthesia, thus suggesting that the strength of the causal relation diminished over both arms of the closed loop HP-SAP control. The squared coherence function between HP and SAP confirmed the decreased HP-SAP coupling during general anesthesia, even though it could not distinguish directionality.
Keywords :
"Anesthesia","Baroreflex","Couplings","Heart","Entropy","Sensitivity","Feedforward neural networks"
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN :
1094-687X
Electronic_ISBN :
1558-4615
Type :
conf
DOI :
10.1109/EMBC.2015.7319278
Filename :
7319278
Link To Document :
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