Personalize the atlas using support-vector machine learning to account for individual variation in regional boundaries.
region1_probmap_001.nii: Classification probablistic map of region 1 (HIP-head-m1-rh) for example subject 001
subcortex_mask_Thresh47_symmetric_union.nii: Old subcortex mask, slightly larger than the new atlas
read.m: Read NIFTI image into MATLAB
write.m and mat2nii.m: Write out NIFTI image
svm_train.m: Train SVM model
svm_test.m: Test the trained classifier in new individuals