On the generalizability of linear and non-linear region of interest-based multivariate regression models for fMRI data.
Ethan C. JacksonJames Alexander HughesMark DaleyPublished in: CIBCB (2018)
Keyphrases
- region of interest
- regression model
- medical images
- model selection
- regression analysis
- generalized linear models
- multivariate regression
- regression methods
- survival analysis
- prediction model
- ct images
- palmprint
- ct scans
- generalized linear
- linear regression model
- linear model
- regression trees
- target variable
- regression method
- blood vessels
- machine learning
- neural network
- interval valued data
- explanatory variables
- geometrical features
- independent variables