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Method of automated events detection in the wavelet spectrogram of rats' EEG

Keywords:

I.A. Kershner - Post-graduate Student, V.A. Kotel’nikov IRE RAS (Moscow)
E-mail: ivanov@cplire.ru
Y.V. Obukhov – Dr.Sc. (Phys.-Math.), Head of the Laboratory, V.A. Kotel’nikov IRE RAS (Moscow)


A method and algorithm for automatic detection of epileptiform seizures, sleep spindles, and other high voltage rhythmic activity were developed. It is based on the analysis of the ridges of EEG wavelet-transformation. The no informative points of the ridge are removed adaptively on the basis of power spectral density histograms analysis.

References:

Kershner I.A., Obukhov Yu.V., and Komoltsev I.G. Method of automated epileptiform seizures and sleep spindles detection in the wavelet spectrogram of rats' EEG // CEUR Workshop Proceedings. 2017. V. 1901. Р. 104–109.

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