An end-to-end seizure prediction approach using long short-term memory network

There are increasing epilepsy patients suffering from the pain of seizure onsets, and effective prediction of seizures could improve their quality of life. To obtain high sensitivity for epileptic seizure prediction, current studies generally need complex feature extraction operations, which heavily...

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Bibliographic Details

Published in:	Frontiers in Human Neuroscience
Main Authors:	Xiao Wu, Zhaohui Yang, Tinglin Zhang, Limei Zhang, Lishan Qiao
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-05-01
Subjects:	EEG gamma band epileptic seizure prediction long short-term memory network deep learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fnhum.2023.1187794/full