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A Functional Networks Estimation Method of Resting-State fMRI Using a Hierarchical Markov Random Field

We propose a hierarchical Markov random field model that estimates both group and subject functional networks simultaneously. The model takes into account the within-subject spatial coherence as well as the between-subject consistency of the network label maps. The statistical dependency between gro...

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Bibliografiske detaljer
Main Authors: Liu, Wei, Awate, Suyash P., Anderson, Jeffrey S., Fletcher, P. Thomas
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4214158/
https://ncbi.nlm.nih.gov/pubmed/24954282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2014.06.001
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