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Identifying HIV Associated Neurocognitive Disorder Using Large-Scale Granger Causality Analysis on Resting-State Functional MRI

We investigate the applicability of large-scale Granger Causality (lsGC) for extracting a measure of multivariate information flow between pairs of regional brain activities from resting-state functional MRI (fMRI) and test the effectiveness of these measures for predicting a disease state. Such pai...

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Bibliografische gegevens
Gepubliceerd in:Proc SPIE Int Soc Opt Eng
Hoofdauteurs: DSouza, Adora M., Abidin, Anas Z., Leistritz, Lutz, Wismüller, Axel
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2017
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5695922/
https://ncbi.nlm.nih.gov/pubmed/29167591
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2254690
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