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INVESTIGATING DIFFERENCES IN BRAIN FUNCTIONAL NETWORKS USING HIERARCHICAL COVARIATE-ADJUSTED INDEPENDENT COMPONENT ANALYSIS

Human brains perform tasks via complex functional networks consisting of separated brain regions. A popular approach to characterize brain functional networks in fMRI studies is independent component analysis (ICA), which is a powerful method to reconstruct latent source signals from their linear mi...

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書目詳細資料
發表在:Ann Appl Stat
Main Authors: Shi, Ran, Guo, Ying
格式: Artigo
語言:Inglês
出版: 2017
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5375118/
https://ncbi.nlm.nih.gov/pubmed/28367256
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-AOAS946
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