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Functional principal component model for high-dimensional brain imaging

  • Published:2011-10 Issue:3 Volume:58 Page:772-784
  • ISSN:1053-8119
  • Container-title:NeuroImage
  • language:en
  • Short-container-title:NeuroImage

Author:

Zipunnikov Vadim,Caffo Brian,Yousem David M.,Davatzikos Christos,Schwartz Brian S.,Crainiceanu Ciprian

Funder

National Institute of Neurological Disorders and Stroke

Publisher

Elsevier BV

Subject

Cognitive Neuroscience,Neurology

Reference34 articles.

1. Voxel-based morphometry—the methods;Ashburner;Neuroimage,2000

2. Tensorial extensions of independent component analysis for multisubject fMRI analysis;Beckmann;Neuroimage,2005

3. Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk;Caffo;Neuroimage,2010

4. Population Value Decomposition, a framework for the analysis of image populations;Crainiceanu,2010

5. Generalized multilevel functional regression;Crainiceanu;J. Am. Stat. Assoc.,2009

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