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
fDate :
Nov. 30 2010-Dec. 2 2010
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;
Conference_Titel :
Biomedical Engineering and Sciences (IECBES), 2010 IEEE EMBS Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-7599-5
DOI :
10.1109/IECBES.2010.5742243