• 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