DocumentCode
1841452
Title
An Empirical Quantitative EEG Analysis for Evaluating Clinical Brain Death
Author
Zhe Chen ; Jianting Cao
Author_Institution
Massachusetts Gen. Hosp., Boston
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
3880
Lastpage
3883
Abstract
In this paper, we apply qualitative tools and quantitative analysis for the EEG recordings of 23 adult patients. Specifically, independent component analysis (ICA) was applied to separate independent source components, followed by spectrum analysis. In terms of quantitative EEG analysis, we use several complexity measures to evaluate the differences between two groups of patients: the subjects in deep coma, and the subjects who were prejudged as brain death. For the first time, we report statistically significant differences of quantitative statistics in such a clinical study. The empirical results reported in this paper suggest some promising directions and valuable clues for clinical practice.
Keywords
electroencephalography; independent component analysis; neurophysiology; EEG recordings; ICA; clinical brain death; coma; independent component analysis; independent source components; qualitative tools; quantitative EEG analysis; spectrum analysis; Biomedical measurements; Electrodes; Electroencephalography; Hospitals; Humans; Independent component analysis; Medical diagnostic imaging; Signal analysis; Statistics; Testing; Adolescent; Adult; Aged; Aged, 80 and over; Brain Death; Electroencephalography; Female; Humans; Male; Middle Aged; Predictive Value of Tests;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353180
Filename
4353180
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