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Classifying epileptic phase-amplitude coupling in SEEG using complex-valued convolutional neural network

EEG phase-amplitude coupling (PAC), the amplitude of high-frequency oscillations modulated by the phase of low-frequency oscillations (LFOs), is a useful biomarker to localize epileptogenic tissue. It is commonly represented in a comodulogram of coupling strength but without coupled phase informatio...

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Detalles Bibliográficos
Autores principales: Li, Chunsheng, Liu, Shiyue, Wang, Zeyu, Yuan, Guanqian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9849379/
https://www.ncbi.nlm.nih.gov/pubmed/36685186
http://dx.doi.org/10.3389/fphys.2022.1085530