• DocumentCode
    2836974
  • Title

    Brain and heart interaction during sleep in the healthy and sleep apnoea

  • Author

    Abdullah, Haslaile ; Maddage, Namunu ; Cosic, Irena ; Cvetkovic, Dean

  • Author_Institution
    Sch. of Electr. & Comput. Eng., RMIT Univ., Melbourne, VIC, Australia
  • fYear
    2010
  • fDate
    Nov. 30 2010-Dec. 2 2010
  • Firstpage
    276
  • Lastpage
    280
  • Abstract
    Neurocardiology is a study of interaction between the brain and the heart. This paper presents the pilot study which assessed the multivariate analysis of EEG and ECG activity in the healthy and sleep apnoea patients during different sleep stages. Three synchronization measures based on a linear method (cross-correlation), information theory (mutual information) and nonlinear interdependence, were applied to analyse the EEG and ECG signals. The results indicated that the brain is dependent more on the heart electrical activity during different sleep stages and brain hemispheres in the healthy and sleeps apnoea. This might suggest that the information that flows from the heart, actually modulates the brain electrical activity or simply that heart drives the brain activity.
  • Keywords
    bioelectric phenomena; electrocardiography; electroencephalography; information theory; medical disorders; neurophysiology; sleep; synchronisation; ECG; EEG; brain electrical activity; brain hemispheres; brain-heart interaction; heart electrical activity; information theory; linear method; multivariate analysis; mutual information; neurocardiology; nonlinear interdependence; sleep apnoea; sleep stages; synchronization measures; Electrocardiography; Electroencephalography; Heart; Mutual information; Sleep apnea; Synchronization; ECG; EEG; cross-correlation; interaction; interdependence measure; mutual information; sleep apnoea;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Sciences (IECBES), 2010 IEEE EMBS Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7599-5
  • Type

    conf

  • DOI
    10.1109/IECBES.2010.5742243
  • Filename
    5742243