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Graph convolutional network for fMRI analysis based on connectivity neighborhood

There have been successful applications of deep learning to functional magnetic resonance imaging (fMRI), where fMRI data were mostly considered to be structured grids, and spatial features from Euclidean neighbors were usually extracted by the convolutional neural networks (CNNs) in the computer vi...

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Detalles Bibliográficos
Autores principales: Wang, Lebo, Li, Kaiming, Hu, Xiaoping P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935029/
https://www.ncbi.nlm.nih.gov/pubmed/33688607
http://dx.doi.org/10.1162/netn_a_00171