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canonical correlation analysis

National Institutes of Health

Papers overview

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2013
2013
In this paper, we study canonical correlation analysis (CCA), which has become a powerful tool in multivariate data analysis for… 
Review
2012
Review
2012
Dimensionality Reduction is usually achieved on the feature space by adopting any one of the prescribed methods that fall under… 
2008
2008
A new fast and accurate tissue typing technique has recently been successfully applied to prostate MR spectroscopic imaging (MRSI… 
Highly Cited
2008
Highly Cited
2008
Plant-soil relationship of saline coastal plain of north China was studied. Principle component analysis (PCA) and cluster… 
2004
2004
The contrast‐to‐noise ratio (CNR) is often very low in fMRI data, and standard univariate methods suffer from a loss of… 
2003
2003
Detection of activation in functional MRI (fMRI) is often complicated by the low contrast‐to‐noise ratio (CNR) in the data. The… 
2003
2003
This article addresses the impact that colored noise, temporal filtering, and temporal detrending have on the fMRI analysis…