DocumentCode
2477997
Title
EEG complexity drug-induced changes in disorders of consciousness: A preliminary report
Author
Valenza, G. ; Carboncini, M.C. ; Virgillito, A. ; Creatini, I. ; Bonfiglio, L. ; Rossi, B. ; Lanatà, A. ; Scilingo, E.P.
Author_Institution
Dept. of Inf. Eng., Univ. of Pisa, Pisa, Italy
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
3724
Lastpage
3727
Abstract
The goal of this work is to investigate EEG (ElectroEncephaloGram) dynamics after drug intake in patients being in states of Disorders Of Consciousness (DOC) after brain injury. Four patients were involved in the study. All the patients exhibit cerebral lesions located in the same anatomical region. Two nonlinear indexes, such as Lempel-Ziv Complexity (LZC) and Approximate Entropy (ApEn), along with power spectra, were calculated for EEG signals gathered from electrodes placed on both injured and non-injured regions. Experimental results show that after drug administration the two nonlinear indexes calculated from EEG taken from injured regions increase (p <; 0.001) while power spectra decrease or remain unchanged. These results do not pretend to draw conclusions about consciousness level either suggest promising therapeutical treatments, but represent only an experimental evidence about the change in the EEG complexity after drug administration.
Keywords
biomedical electrodes; drugs; electroencephalography; injuries; Approximate Entropy; DOC; EEG complexity drug-induced changes; EEG dynamics; EEG signals; Lempel-Ziv complexity; anatomical region; brain injury; cerebral lesions; disorders of consciousness; drug administration; electrodes; electroencephalogram dynamics; power spectra; therapeutical treatment; Brain injuries; Complexity theory; Drugs; Electroencephalography; Entropy; Indexes; Spectral analysis; Brain Injuries; Consciousness Disorders; Electroencephalography; Humans;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6090633
Filename
6090633
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