Paper
26 April 2018 Proepileptic patterns in EEG of WAG/Rij rats
Vadim V. Grubov, Evgenia Yu. Sitnikova, Vladimir O. Nedaivozov, Alexey A. Koronovskii
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Abstract
In this paper we study specific oscillatory patterns on EEG signals of WAG/Rij rats. These patterns are known as proepileptic because they occur in time period 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 and empirical mode decomposition in order to find particular features of epileptic spike-wave discharges and nonepileptic sleep spindles. Then we introduce proepileptic activity as patterns that combine features of epileptic and non-epileptic activity. We analyze proepileptic activity in order to specify its features and time-frequency structure.
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Vadim V. Grubov, Evgenia Yu. Sitnikova, Vladimir O. Nedaivozov, and Alexey A. Koronovskii "Proepileptic patterns in EEG of WAG/Rij rats", Proc. SPIE 10717, Saratov Fall Meeting 2017: Laser Physics and Photonics XVIII; and Computational Biophysics and Analysis of Biomedical Data IV, 107171T (26 April 2018); https://doi.org/10.1117/12.2315128
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KEYWORDS
Electroencephalography

Spindles

Epilepsy

Wavelets

Time-frequency analysis

Brain

Continuous wavelet transforms

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