Method of wave train electrical activity analysis – the theoretical basis and application,

Sushkova, O.S.; Morozov, A.A.; Petrova, N.G.; Khokhlova, M.N.; Gabova, A.V.; Karabanov, A.V.; Chigaleychik, L.A.; Sarkisova, K.Y.

Авторы: Sushkova O.S., Morozov A.A., Petrova N.G., Khokhlova M.N., Gabova A.V., Karabanov A.V., Chigaleychik L.A., Sarkisova K.Y.
Журнал: Радиоэлектроника. Наносистемы. Информационные технологии
Том: 14
Номер: 3
Год издания: 2022
Издательство: Общероссийская общественная организация Российская академия естественных наук
Местоположение издательства: Москва
Первая страница: 317
Последняя страница: 330
DOI: 10.17726/rensit.2022.14.317
Аннотация: Abstract: Classical methods for signal analysis are limited to describe either the globalfeatures or the local features. This paper proposes a new mathematically founded conceptcalled wave train electrical activity analysis to investigate both local and global features inbiomedical signals simultaneously. First, mathematical means for the investigation of theproperties of the wave trains observed in the biomedical signals, histograms of wave trainparameters and AUC diagrams, are discussed. Second, several examples of the practicalapplication of the method of the wave train electrical activity analysis are considered.Specifically, its application is demonstrated in the investigation of epileptic seizures aswell as the differential diagnosis of neurodegenerative diseases, Parkinson’s disease andessential tremor.
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Method of wave train electrical activity analysis – the theoretical basis and application,статья

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