• 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