Non-stationary analysis of electroencephalogram and disorder indicator construction

Ivchenko A. Y.; Kozlova A.B.; Korsakova M.B.; Masherov E.L.; Orlov Y. N.; Russkov A.A.

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

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About authors:

Ivchenko Anastasia Yurievna, , ,

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, , ,

Russkov Aleksander Alekseevich, , ,