Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data
Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data
Regression analysis involves predicting a continuos variable using imaging data. The Support Vector Regression (SVR) algorithm has previously been used in addressing regression analysis in neuroimaging. However, identifying the regions of the image that the SVR uses to model the dependence of a target variable remains an open problem. It …