DocumentCode :
2952510
Title :
Benzodiazepine administration effect on EEG Fractal Dimension: results and causalities
Author :
Michail, Emmanouil ; Chouvarda, Ioanna ; Maglaveras, Nicos
Author_Institution :
Lab. of Med. Inf., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
2350
Lastpage :
2353
Abstract :
This work aims at examining the influence of lorazepam, an anxiolytic drug with sedative effects, on brain activity and specifically on EEG Fractal Dimension (FD). The main objective is to clarify the reasons for FD increase after drug intake and to establish a relationship between FD and EEG energy bands. 14 healthy subjects that received either 2.5mg of lorazepam (verum case) or placebo (placebo case) participated in the experiment. 20 EEG channels have been used. One-way ANOVA test revealed that lorazepam increases significantly both FD (p = 0) and beta energy band (p = 1.18E-013 for beta1 band and p = 2.29E-011 for beta2 band) and decreases alpha energy band (p = 0.05 for alpha1 and p = 0.0036 for alpha2), whereas there was not any significant difference on placebo subjects before and after drug intake. Moreover, correlation results indicate that there is a strong correlation between FD and beta energy band (mean correlation coefficient = 0.4120 for beta1 and 0.5358 for beta2) and a negative correlation between FD and alpha1 energy band (mean correlation coefficient -0.4930). Additionally, the mean correlation coefficient between FD and a combination of the different energy bands (beta1+beta2-alpha1) is 0.6185 and reaches value 0.684 for channels F7, T6, P4. These results indicate that there is a relationship between EEG energy bands and FD and provide a link between the classic spectral analysis and the complexity analysis.
Keywords :
drug delivery systems; drugs; electroencephalography; medical signal processing; EEG channels; EEG energy band; EEG fractal dimension; alpha energy band; anxiolytic drug; benzodiazepine administration effect; beta energy band; brain activity; classic spectral analysis; drug intake; lorazepam; one-way ANOVA test; placebo; sedative effects; Analysis of variance; Complexity theory; Correlation; Drugs; Electroencephalography; Fractals; Time series analysis; Adolescent; Adult; Algorithms; Analysis of Variance; Anti-Anxiety Agents; Benzodiazepines; Case-Control Studies; Electroencephalography; Fractals; Humans; Lorazepam; Male; Models, Statistical; Placebos; Signal Processing, Computer-Assisted; Time Factors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627851
Filename :
5627851
Link To Document :
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