Detecting Electroencephalography Variations Due to Sleep Disordered Breathing Events

• Published in: 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Vol. 2007; pp. 6097 - 6100
• Main Authors: Xavier, P., Behbehani, K., Watenpaugh, D., Burk, J.R.
• Format: Conference Proceeding Journal Article
• Language: English
• Published: United States IEEE 01.01.2007
• Subjects: Algorithms; Biomedical engineering; Brain - physiopathology; Cortical Arousals Sleep Disordered Breathing; Delay; Diagnosis, Computer-Assisted - methods; Electric potential; Electroencephalography; Electroencephalography - methods; Event detection; Female; Frequency; Humans; Male; Medical diagnostic imaging; Middle Aged; Obstructive Sleep Apnea; Pattern Recognition, Automated - methods; Reproducibility of Results; Sensitivity and Specificity; Signal generators; Sleep; Sleep Apnea, Obstructive - diagnosis; Sleep Apnea, Obstructive - physiopathology; Testing
• ISBN: 9781424407873; 1424407877
• ISSN: 1094-687X; 1557-170X; 1558-4615
• DOI: 10.1109/IEMBS.2007.4353740

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.