Expert-Level Intracranial Electroencephalogram Ictal Pattern Detection by a Deep Learning Neural Network

Expert-Level Intracranial Electroencephalogram Ictal Pattern Detection by a Deep Learning Neural Network

Background: Decision-making in epilepsy surgery is strongly connected to the interpretation of the intracranial EEG (iEEG). Although deep learning approaches have demonstrated efficiency in processing extracranial EEG, few studies have addressed iEEG seizure detection, in part due to the small numbe...

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Bibliographic Details
Main Authors: Alexander C. Constantino, Nathaniel D. Sisterson, Naoir Zaher, Alexandra Urban, R. Mark Richardson, Vasileios Kokkinos
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Neurology
Subjects:
epilepsy
responsive neurostimulation
seizure detection
ictal pattern
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2021.603868/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2021.603868/full

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