Dimensionality Estimation for Optimal Detection of Functional Networks in BOLD fMRI data

Estimation of the intrinsic dimensionality of fMRI data is an important part of data analysis that helps to separate the signal of interest from noise. We have studied multiple methods of dimensionality estimation proposed in the literature and used these estimates to select a subset of principal co...

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Main Authors: Yourganov, Grigori, Chen, Xu, Lukic, Ana S., Grady, Cheryl L., Small, Steven L., Wernick, Miles N., Strother, Stephen C.
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2010
Ábhair:
Article
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3052418/
https://ncbi.nlm.nih.gov/pubmed/20858546
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2010.09.034
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