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Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

The Blood-Oxygen-Level-Dependent (BOLD) signal of resting-state fMRI (rs-fMRI) records the temporal dynamics of intrinsic functional networks in the brain. However, existing deep learning methods applied to rs-fMRI either neglect the functional dependency between different brain regions in a network...

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Bibliografiske detaljer
Udgivet i:Med Image Comput Comput Assist Interv
Main Authors: Gadgil, Soham, Zhao, Qingyu, Pfefferbaum, Adolf, Sullivan, Edith V., Adeli, Ehsan, Pohl, Kilian M.
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7700758/
https://ncbi.nlm.nih.gov/pubmed/33257918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-59728-3_52
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