Research Area:  Machine Learning

Abstract:

This review discusses the updated classifications of seizures and the epilepsies, which were recently published by the International League Against Epilepsy (ILAE). While it is always a challenge to learn a new classification system, particularly one that has remained essentially unchanged for over three decades, these new classifications allow for the inclusion of some previously unclassifiable seizure types and utilize more intuitive terminology. In this review, we specifically discuss the use of these new classifications for patients, clinicians, and researchers.

Keywords:  
Classification
Seizures
Epilepsy
Machine Learning
Deep Learning

Author(s) Name:  Jessica J. Falco-Walter, Ingrid E. Scheffer, Robert S. Fisher

Publisher name:  Elsevier

DOI:  10.1016/j.eplepsyres.2017.11.015

Volume Information:  Volume 139, January 2018, Pages 73-79

Paper Link:   https://www.sciencedirect.com/science/article/abs/pii/S0920121117303819