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Graph-generative neural network for EEG-based epileptic seizure detection via discovery of dynamic brain functional connectivity

Dynamic complexity in brain functional connectivity has hindered the effective use of signal processing or machine learning methods to diagnose neurological disorders such as epilepsy. This paper proposed a new graph-generative neural network (GGN) model for the dynamic discovery of brain functional...

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Detalles Bibliográficos
Autores principales: Li, Zhengdao, Hwang, Kai, Li, Keqin, Wu, Jie, Ji, Tongkai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643358/
https://www.ncbi.nlm.nih.gov/pubmed/36348082
http://dx.doi.org/10.1038/s41598-022-23656-1