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
Link To Document :
بازگشت