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KIAM Preprint № 49, Moscow, 2017
Authors: Ivchenko A. Y., Kozlova A.B., Korsakova M.B., Masherov E.L., Orlov Y. N., Russkov A.A.
Non-stationary analysis of electroencephalogram and disorder indicator construction
Abstract:
In this paper we consider the stationary level of electroencephalogram time series. It appears, that local increase of this indicator can be chosen as a predictor of an attack of epilepsy. The recognition of this attack has a statistical error of the first kind 40 % and the second kind 10 %.
Keywords:
non-stationary index, disorder indicator, electroencephalogram, epilepsy attack
Publication language: russian,  pages: 19
Research direction:
Mathematical modelling in actual problems of science and technics
Russian source text:
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About authors:
  • Ivchenko Anastasia Yurievna,  orcid.org/0000-0003-3669-4991KIAM RAS
  • Kozlova Antonina Borisovna,  ,  ФГАУ «НИИ нейрохирургии им. акад. Н.Н. Бурденко» Минздрава России
  • Korsakova Marina Borisovna,  ,  ФГАУ «НИИ нейрохирургии им. акад. Н.Н. Бурденко» Минздрава России
  • Masherov Evgeniy Leonidovich,  ,  ФГАУ «НИИ нейрохирургии им. акад. Н.Н. Бурденко» Минздрава России
  • Orlov Yurii Nikolaevich,  orcid.org/0000-0002-1356-5137KIAM RAS
  • Russkov Aleksander Alekseevich,  orcid.org/0000-0002-2950-2165KIAM RAS