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
Link To Document