Deep Convolutional Gated Recurrent Unit Combined with Attention Mechanism to Classify Pre-Ictal from Interictal EEG with Minimized Number of Channels

The early prediction of epileptic seizures is important to provide appropriate treatment because it can notify clinicians in advance. Various EEG-based machine learning techniques have been used for automatic seizure classification based on subject-specific paradigms. However, because subject-specif...

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Detalles Bibliográficos
Autores principales: Choi, WooHyeok, Kim, Min-Jee, Yum, Mi-Sun, Jeong, Dong-Hwa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147609/
https://www.ncbi.nlm.nih.gov/pubmed/35629185
http://dx.doi.org/10.3390/jpm12050763

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9147609/
https://www.ncbi.nlm.nih.gov/pubmed/35629185
http://dx.doi.org/10.3390/jpm12050763

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