DocumentCode
1854727
Title
Detecting Electroencephalography Variations Due to Sleep Disordered Breathing Events
Author
Xavier, P. ; Behbehani, K. ; Watenpaugh, D. ; Burk, J.R.
Author_Institution
Univ. of Texas, Arlington
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
6097
Lastpage
6100
Abstract
This study investigates the ability of EEG in identifying apnea/hypopnea events. A preliminary study was performed on 13 subjects (ages: 49.08 plusmn 8.82) previously diagnosed with OSA. Power spectral analysis was performed and centered on apnea/hypopnea event terminations. The normalized power changes between the frequency bands delta, theta, alpha and sigma were calculated using the Welch Averaging Periodogram method between 10 s of EEG data before the event termination and 10 s of EEG data after event termination. A significant decrease in normalized Delta power (1-4 Hz) (p=1.34E-06) and a significant increase in normalized Theta (4-8 Hz) (p=0.0002), Alpha (8-12 Hz) (p=0.0001) and Sigma (12-16 Hz) (p=0.0007) powers were observed across the event terminations. The decrease in Delta is hypothesized as occurring due to an increase in inspiratory effort before events and the presence of an increased alpha/theta/sigma activity after the events indicates the occurrence of an arousal which led to the termination of the event.
Keywords
electroencephalography; medical signal processing; pneumodynamics; sleep; spectral analysis; EEG; Welch averaging periodogram; apnea; electroencephalography; frequency 4 Hz to 16 Hz; hypopnea; inspiratory effort; power spectral analysis; sleep disordered breathing events; time 10 s; Biomedical engineering; Delay; Electric potential; Electroencephalography; Event detection; Frequency; Medical diagnostic imaging; Signal generators; Sleep; Testing; Cortical Arousals Sleep Disordered Breathing; Electroencephalography; Obstructive Sleep Apnea; Algorithms; Brain; Diagnosis, Computer-Assisted; Electroencephalography; Female; Humans; Male; Middle Aged; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity; Sleep Apnea, Obstructive;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353740
Filename
4353740
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