Deep Learning of Simultaneous Intracranial and Scalp EEG for Prediction, Detection, and Lateralization of Mesial Temporal Lobe Seizures

In people with drug resistant epilepsy (DRE), seizures are unpredictable, often occurring with little or no warning. The unpredictability causes anxiety and much of the morbidity and mortality of seizures. In this work, 102 seizures of mesial temporal lobe onset were analyzed from 19 patients with D...

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Detalhes bibliográficos

Principais autores:	Zan Li, Madeline Fields, Fedor Panov, Saadi Ghatan, Bülent Yener, Lara Marcuse
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2021-11-01
coleção:	Frontiers in Neurology
Assuntos:	intracranial and scalp EEG deep neural networks LSTM (long short term memory networks) seizure lateralization seizure prediction convolutional neural networks
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fneur.2021.705119/full
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