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Epileptic seizure onset predicts its duration

European Journal of Neurology Nov 06, 2021

Liu Y, Hesabi ZR, Cook M, et al. - This study offers a method to predict if a seizure is going to be long or short by analyzing the seizure onset. Findings demonstrate that seizures onset can predict its duration in some cases.

  • Long-term intracranial electroencephalography recordings were utilized.

  • This analysis included 2,954 seizures from 10 patients.

  • Experts constructed patient-specific classifiers to predict seizure duration given the first few seconds from the onset.

  • An average AUC performance of 0.7 was offered by the proposed methodology, for the 5 of 10 patients with above chance prediction performance (p-value from 0.04 to 10-9).

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