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Evaluation of the International League Against Epilepsy 1981, 1989, and 2017 classifications of seizure semiology and etiology in a population-based cohort of children and adults with epilepsy.

Isaac J EgesaCharles R J C NewtonSymon M Kariuki
Published in: Epilepsia open (2021)
Our study confirms that the two ILAE classification schemes are broadly consistent, but the introduction of the combined onset seizure category in ILAE-2017 significantly reduces the proportion of mutually exclusive focal and generalized seizures. The comprehensive classification of etiology categories in ILAE-2017 will facilitate appropriate treatment and improve prognosis.
Keyphrases
  • temporal lobe epilepsy
  • deep learning
  • machine learning
  • young adults