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Large-Scale Granger Causality Analysis on Resting-State Functional MRI

We demonstrate an approach to measure the information flow between each pair of time series in resting-state functional MRI (fMRI) data of the human brain and subsequently recover its underlying network structure. By integrating dimensionality reduction into predictive time series modeling, large-sc...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: DSouza, Adora M., Abidin, Anas Zainul, Leistritz, Lutz, Wismüller, Axel
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5697152/
https://ncbi.nlm.nih.gov/pubmed/29170585
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2217264
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