A voxel-wise logistic regression model that is fitted independently for each voxel in the FLAIR image. Images were transformed to the MNI-152 standard space for training and at test time the parameter maps were warped to the subject space.Presentation of this method.
Full description of this method.
Docker container of this method.
Knight, J., Taylor, G. W., & Khademi, A. (2018). Voxel-Wise Logistic Regression and Leave-One-Source-Out Cross Validation for white matter hyperintensity segmentation. Magnetic resonance imaging, 54, 119-136.