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A Family of Locally Constrained CCA Models for Detecting Activation Patterns in fMRI

Canonical correlation analysis (CCA) has been used in functional Magnetic Resonance Imaging (fMRI) for improved detection of activation by incorporating time series from multiple voxels in a local neighborhood. To improve the specificity of local CCA methods, spatial constraints were previously prop...

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Detalhes bibliográficos
Publicado no:Neuroimage
Main Authors: Zhuang, Xiaowei, Yang, Zhengshi, Curran, Tim, Byrd, Richard, Nandy, Rajesh, Cordes, Dietmar
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5493994/
https://ncbi.nlm.nih.gov/pubmed/28041980
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2016.12.081
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