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Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis

Graph neural networks (GNN) rely on graph operations that include neural network training for various graph related tasks. Recently, several attempts have been made to apply the GNNs to functional magnetic resonance image (fMRI) data. Despite recent progresses, a common limitation is its difficulty...

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Pubblicato in:Front Neurosci
Autori principali: Kim, Byung-Hoon, Ye, Jong Chul
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7344313/
https://ncbi.nlm.nih.gov/pubmed/32714130
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00630
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