Multivariate dynamical systems-based estimation of causal brain interactions in fMRI: Group-level validation using benchmark data, neurophysiological models and human connectome project data

BACKGROUND: Causal estimation methods are increasingly being used to investigate functional brain networks in fMRI, but there are continuing concerns about the validity of these methods. NEW METHOD: Multivariate Dynamical Systems (MDS) is a state-space method for estimating dynamic causal interactio...

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Detalhes bibliográficos
Publicado no:J Neurosci Methods
Main Authors: Ryali, Srikanth, Chen, Tianwen, Supekar, Kaustubh, Tu, Tao, Kochlka, John, Cai, Weidong, Menon, Vinod
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4903892/
https://ncbi.nlm.nih.gov/pubmed/27015792
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2016.03.010
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