Connectivity-based parcellation of functional SubROIs in putamen using a sparse spatially regularized regression model.
Yiming ZhangAiping LiuSun Nee TanMartin J. McKeownZ. Jane WangPublished in: Biomed. Signal Process. Control. (2016)
Keyphrases
- regression model
- generalized linear models
- group lasso
- regression analysis
- regression methods
- prediction model
- regularized least squares
- linear regression model
- support vector regression
- model selection
- functional connectivity
- regression method
- linear model
- multivariate regression
- gaussian process
- explanatory variables
- least squares
- prediction intervals
- high dimensional
- brain regions
- kernel regression
- cortical regions
- interval valued data
- functional magnetic resonance imaging
- regression trees
- magnetic resonance images
- linear regression
- sparse representation
- semi supervised
- semi parametric
- white matter
- target variable
- mr images
- generalized linear
- data mining