Computer-Assisted Segmentation of White Matter Lesions in 3D MR Images Using Support Vector Machine

Cross-validation on a population of 35 patients from three different imaging sites with WMLs of varying sizes, shapes, and locations tests the robustness and accuracy of the proposed segmentation method, compared with the manual segmentation results from two experienced neuroradiologists.