DeepEZ: A Graph Convolutional Network for Automated Epileptogenic Zone Localization From Resting-State fMRI Connectivity

OBJECTIVE: Epileptogenic zone (EZ) localization is a crucial step during diagnostic work up and therapeutic planning in medication refractory epilepsy. In this paper, we present the first deep learning approach to localize the EZ based on resting-state fMRI (rs-fMRI) data. METHODS: Our network, call...

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Detalles Bibliográficos
Autores principales: Nandakumar, Naresh, Hsu, David, Ahmed, Raheel, Venkataraman, Archana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841829/
https://www.ncbi.nlm.nih.gov/pubmed/35776823
http://dx.doi.org/10.1109/TBME.2022.3187942

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9841829/
https://www.ncbi.nlm.nih.gov/pubmed/35776823
http://dx.doi.org/10.1109/TBME.2022.3187942

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