A comparison of different automated methods for the detection of white matter lesions in MRI data

► Comparison of automated methods for the identification of white matter hyperintensities. ►Support vector machines show best performance with only FLAIR and T1 available. ►Simple thresholding produces high numbers of false positives. ►Replacing non-support vectors during training further improves results.