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Bayesian Community Detection in the Space of Group-Level Functional Differences

We propose a unified Bayesian framework to detect both hyper- and hypo-active communities within whole-brain fMRI data. Specifically, our model identifies dense subgraphs that exhibit population-level differences in functional synchrony between a control and clinical group. We derive a variational E...

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Detalhes bibliográficos
Publicado no:IEEE Trans Med Imaging
Main Authors: Venkataraman, Archana, Yang, Daniel Y.-J., Pelphrey, Kevin A., Duncan, James S.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5510046/
https://ncbi.nlm.nih.gov/pubmed/26955022
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2016.2536559
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