Spatial and Anatomical Regularization of SVM: A General Framework for Neuroimaging Data
IEEE Transactions on Pattern Analysis and Machine Intelligence
By R. Cuingnet,Joan Alexis Glaunes,M. Chupin,H. Benali,O. Colliot
Issue Date:March 2013
This paper presents a framework to introduce spatial and anatomical priors in SVM for brain image analysis based on regularization operators. A notion of proximity based on prior anatomical knowledge between the image points is defined by a graph (e.g., br...