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GAT-LI: a graph attention network based learning and interpreting method for functional brain network classification

BACKGROUND: Autism spectrum disorders (ASD) imply a spectrum of symptoms rather than a single phenotype. ASD could affect brain connectivity at different degree based on the severity of the symptom. Given their excellent learning capability, graph neural networks (GNN) methods have recently been use...

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Publicat a:BMC Bioinformatics
Autors principals: Hu, Jinlong, Cao, Lijie, Li, Tenghui, Dong, Shoubin, Li, Ping
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2021
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8296748/
https://ncbi.nlm.nih.gov/pubmed/34294047
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04295-1
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