Reliable detection of focal-onset seizures in the human anterior nucleus of the thalamus using non-linear machine learning

2020-09-23 neurology Title + abstract only

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ObjectiveThere is an unmet need to develop seizure detection algorithms from brain regions outside the epileptogenic cortex. The study aimed to demonstrate the feasibility of classifying seizures and interictal states from local field potentials (LFPs) recorded from the human thalamus-a subcortical region remote to the epileptogenic cortex. We tested the hypothesis that spectral and entropy-based features extracted from LFPs recorded from the anterior nucleus of the thalamus (ANT) can distinguis...

Reliable detection of focal-onset seizures in the human anterior nucleus of the thalamus using non-linear machine learning

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