Characterizing Absence Epileptic Seizures from Depth Cortical Measurements
| Autor: | Saeed Akhavan, Ronald Phlypo, Antoine Depaulis, Christian Jutten, F. Studer, Hamid Soltanian-Zadeh |
|---|---|
| Rok vydání: | 2018 |
| Předmět: |
business.industry
Computer science 020206 networking & telecommunications 02 engineering and technology Local field potential medicine.disease Epileptic activity 03 medical and health sciences Superposition principle Epilepsy 0302 clinical medicine 0202 electrical engineering electronic engineering information engineering medicine Artificial intelligence business Neuroscience 030217 neurology & neurosurgery |
| Zdroj: | EUSIPCO |
| DOI: | 10.5281/zenodo.1159860 |
| Popis: | In this paper, we are going to localize the onset regions and investigate the dynamics of absence epileptic seizures using local field potential recording by depth electrode. We assume that there are some hidden states (under Markovian model) during the seizure and each spike of the seizure is generated when one of the states is activated. Each state is considered as the linear superposition of a few epileptic activities (substates) and each epileptic activity is described by two characteristics: 1) the spatial topography and 2) the temporal representation. Experimental results demonstrate the generality of the proposed model in characterizing absence epileptic seizures. |
| Databáze: | OpenAIRE |
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