Nonlinear Functional Connectivity Network Recovery in the Human Brain with Mutual Connectivity Analysis (MCA): Convergent Cross-Mapping and Non-Metric Clustering

We explore a computational framework for functional connectivity analysis in resting-state functional MRI (fMRI) data acquired from the human brain for recovering the underlying network structure and understanding causality between network components. Termed mutual connectivity analysis (MCA), this...

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Detalhes bibliográficos
Publicado no:Proc SPIE Int Soc Opt Eng
Main Authors: Wismüller, Axel, Abidin, Anas Z., DSouza, Adora M., Wang, Xixi, Hobbs, Susan K., Leistritz, Lutz, Nagarajan, Mahesh B.
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5777339/
https://ncbi.nlm.nih.gov/pubmed/29367796
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/12.2082124
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