• DocumentCode
    2104228
  • Title

    Assessing traumatic brain injuries using EEG power spectral analysis and instantaneous phase

  • Author

    Napoli, Antonio ; Barbe, M. ; Darvish, K. ; Obeid, I.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Temple Univ., Philadelphia, PA, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    4692
  • Lastpage
    4695
  • Abstract
    Although mild traumatic brain injury (mTBI) occurs commonly, little is known about how multiple mTBI incidents accumulate over time to produce serious morbidity or how the extent of injury can be quantified. This work presents a rat model that uses deceleration-induced brain trauma and an implantable EEG system for recording injury-induced changes in brain activity. Specifically, we present an analysis method to assess and quantify mTBI by combining information derived from EEG power spectral analysis and EEG phase shifts. We found that in different frequency bands, both EEG power spectra and the instantaneous phases of the two EEG channels before the impact were different from those measured after the impact. This study shows that EEG analysis can be used as a tool to identify and assess brain related injuries.
  • Keywords
    electroencephalography; injuries; EEG phase shift; EEG power spectral analysis; brain activity; deceleration induced brain trauma; instantaneous phase; morbidity; multiple mTBI incidents; traumatic brain injuries; Biomedical imaging; Computed tomography; Electroencephalography; Head; Implants; Insulation; Magnetic resonance imaging; Algorithms; Animals; Brain; Brain Injuries; Diagnosis, Computer-Assisted; Electroencephalography; Rats; Rats, Sprague-Dawley; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6347014
  • Filename
    6347014