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
fDate :
Aug. 30 2011-Sept. 3 2011
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;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090633