Detection of proepileptic activity patterns in EEG of WAG/Rij rats

Vadim V. Grubov; Evgenia Yu. Sitnikova

doi:10.1117/12.2527707

3 June 2019 Detection of proepileptic activity patterns in EEG of WAG/Rij rats

Vadim V. Grubov, Evgenia Yu. Sitnikova

Proceedings Volume 11067, Saratov Fall Meeting 2018: Computations and Data Analysis: from Nanoscale Tools to Brain Functions; 1106706 (2019) https://doi.org/10.1117/12.2527707
Event: International Symposium on Optics and Biophotonics VI: Saratov Fall Meeting 2018, 2018, Saratov, Russian Federation

Abstract

In this paper we study speciifc oscillatory patterns of proepileptic activity on EEG signals of WAG/Rij rats. These patterns occur during the development of absence-epilepsy before fully-formed epileptic seizures. In the paper we analyze EEG signals of WAG/Rij rats with continuous wavelet transform to find particular features of proepileptic patterns in time-frequency domain. Then we develop new method for automated detection of proepileptic activity on EEG signals. We analyze results of method's performance and its efficiency.

Citation Download Citation

Vadim V. Grubov and Evgenia Yu. Sitnikova "Detection of proepileptic activity patterns in EEG of WAG/Rij rats", Proc. SPIE 11067, Saratov Fall Meeting 2018: Computations and Data Analysis: from Nanoscale Tools to Brain Functions, 1106706 (3 June 2019); https://doi.org/10.1117/12.2527707

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