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Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis

Understanding how certain brain regions relate to a specific neurological disorder has been an important area of neuroimaging research. A promising approach to identify the salient regions is using Graph Neural Networks (GNNs), which can be used to analyze graph structured data, e.g. brain networks...

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Bibliographic Details
Published in:Med Image Comput Comput Assist Interv
Main Authors: Li, Xiaoxiao, Zhou, Yuan, Dvornek, Nicha C., Zhang, Muhan, Zhuang, Juntang, Ventola, Pamela, Duncan, James S.
Format: Artigo
Language:Inglês
Published: 2020
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Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7544244/
https://ncbi.nlm.nih.gov/pubmed/33043324
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59728-3_61
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