DocumentCode :
380582
Title :
An optimization algorithm for hurtless location of epilepsy foci
Author :
Li, Chunyan ; Ouyang, Guanghua ; Jiang, Guotai
Author_Institution :
Coll. of Life Sci. & Med. Eng., Tongji Univ., Shanghai, China
Volume :
1
fYear :
2001
fDate :
2001
Abstract :
Summary form only given. To determine painlessly the location of epilepsy foci the authors always adopt a method which solves the EEG or EMG inverse problem with the model of equal current dipoles. The optimization algorithm used has a great effect on the validity of the computed results. This paper proposes a kind of genetic algorithm (GA) which aims at correcting defects of previous optimization algorithms. At the same time, the authors have located foci of several epileptics by collecting multi-channel EEGs. The result shows that GAs have certain practical benefits in the painless location of epileptic foci.
Keywords :
electroencephalography; electromyography; genetic algorithms; inverse problems; medical signal processing; EEG inverse problem; EMG inverse problem; computed results; electrodiagnostics; epileptic foci; optimization algorithm; painless location; Biomedical engineering; Brain modeling; Educational institutions; Electroencephalography; Electromyography; Electronic mail; Epilepsy; Genetic algorithms; Inverse problems; Optimization methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1019102
Filename :
1019102
Link To Document :
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