• 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