DocumentCode
3075654
Title
Alterations in sleep EEG activity during the hypopnoea episodes
Author
Cvetkovic, Dean ; Ubeyli, Elif Derya ; Holland, Gerard ; Cosic, Irena
Author_Institution
RMIT University, School of Electrical and Computer Engineering, GPO Box 2476V, Melbourne, VIC 3001, Australia
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
3496
Lastpage
3499
Abstract
The Obstructive Sleep Apnoea Hypopnoea Syndrome (OSAH) means “cessation of breath” during the sleep hours and the sufferers often experience related changes in the electrical activity of the brain and heart. The aim of this paper is to investigate any possible changes in the human electroencephalographic (EEG) activity due to hypopnoea (mild case of cessation of breath) occurrences by applying the non-linear and linear time series methods. The results from this one-subject study indicated significant changes in the human EEG activity due to hypopnoea episodes by applying the non-linear, Lyapunov exponent method at C3 EEG electrode site. This non-linear method can be applied in future evaluation of sleep EEG transients during the OSAH episodes.
Keywords
Chaos; Electrodes; Electroencephalography; Frequency estimation; Heart; Humans; Multiple signal classification; Senior members; Sleep apnea; Time series analysis; Adult; Algorithms; Arousal; Brain; Electrodes; Electroencephalography; Heart; Humans; Male; Models, Statistical; Polysomnography; Sleep; Sleep Apnea, Obstructive; Sleep Deprivation; Wakefulness;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649959
Filename
4649959
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