DocumentCode
429119
Title
Linear and nonlinear analysis of electroencephalogram of the coma
Author
Chan, H.L. ; Lin, M.A. ; Fang, S.C.
Author_Institution
Dept. of Electr. Eng., Chang-Gung Univ., Taoyuan, Taiwan
Volume
1
fYear
2004
fDate
1-5 Sept. 2004
Firstpage
593
Lastpage
595
Abstract
The coma is common in intensive care units. The bedside physical examination provides a means to measuring the neurological status, but it cannot be a continuous evaluation, whereas electroencephalogram (EEG) can reflect the immediate electrical activities of the brain. In this paper, we investigate the spectral parameters, complexity and irregular measures, and spectral entropy in the coma. Compared to the normal subject, the EEG of the coma has a dominance of slow wave, low complexity, less irregularity, and low spectral entropy. This result demonstrates the possibility to use EEG analysis for the monitoring of neurological function.
Keywords
bioelectric phenomena; electroencephalography; entropy; medical signal processing; patient monitoring; bedside physical examination; brain; coma; electroencephalogram; immediate electrical activities; intensive care units; less irregularity; linear analysis; low complexity; low spectral entropy; neurological function monitoring; neurological status; nonlinear analysis; slow wave; spectral parameters; Brain; Electroencephalography; Entropy; Frequency; Length measurement; Nervous system; Patient monitoring; Probes; Signal analysis; Sleep; Coma; Electroencephalogram; Linear; Nonlinear;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location
San Francisco, CA
Print_ISBN
0-7803-8439-3
Type
conf
DOI
10.1109/IEMBS.2004.1403227
Filename
1403227
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