Identification of Epileptogenic and Non-epileptogenic High-Frequency Oscillations Using a Multi-Feature Convolutional Neural Network Model

Accurately identifying epileptogenic zone (EZ) using high-frequency oscillations (HFOs) is a challenge that must be mastered to transfer HFOs into clinical use. We analyzed the ability of a convolutional neural network (CNN) model to distinguish EZ and non-EZ HFOs. Nineteen medically intractable epi...

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Detalles Bibliográficos
Autores principales: Ren, Guoping, Sun, Yueqian, Wang, Dan, Ren, Jiechuan, Dai, Jindong, Mei, Shanshan, Li, Yunlin, Wang, Xiaofei, Yang, Xiaofeng, Yan, Jiaqing, Wang, Qun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neurology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553964/
https://www.ncbi.nlm.nih.gov/pubmed/34721249
http://dx.doi.org/10.3389/fneur.2021.640526

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