DocumentCode
3684837
Title
Redundant and synergistic information transfer in cardiovascular and cardiorespiratory variability
Author
Luca Faes;Alberto Porta;Giandomenico Nollo
Author_Institution
IRCS-FBK and BIOtech, Dept. of Industrial Engineering, University of Trento, Italy
fYear
2015
Firstpage
4033
Lastpage
4036
Abstract
In the framework of information dynamics, new tools are emerging which allow one to quantify how the information provided by two source processes about a target process results from the contribution of each source and from the interaction between the sources. We present the first implementation of these tools in the assessment of short-term cardiovascular and cardiorespiratory variability, by introducing two strategies for the decomposition of the information transferred to heart period (HP) variability from systolic arterial pressure (SAP) and respiration flow (RF) variability. Several measures based on the notion of transfer entropy (TE) are defined to quantify joint, individual and redundant/synergistic information transfer, and are then estimated from the series of HP, SAP and RF obtained from healthy subjects during head-up tilt and paced breathing protocols. Our results show that the proposed information decomposition methods provide an enhanced view on cardiovascular and cardiorespiratory regulation.
Keywords
"Joints","Yttrium","Radio frequency","Physiology","Protocols","Redundancy","Baroreflex"
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.2015.7319279
Filename
7319279
Link To Document