Modeling functional connectivity changes during an auditory language task using line graph neural networks

Functional connectivity (FC) refers to the activation correlation between different brain regions. FC networks as typically represented as graphs with brain regions of interest (ROIs) as nodes and functional correlation as edges. Graph neural networks (GNNs) are machine learning architectures used t...

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Bibliographic Details
Main Authors: Stein Acker, Jinqing Liang, Ninet Sinaii, Kristen Wingert, Atsuko Kurosu, Sunder Rajan, Sara Inati, William H. Theodore, Nadia Biassou
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Computational Neuroscience
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Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2024.1471229/full
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