The primary goal of this proposal is to highlight and detail ITKv4’s segmentation and registration methodology and its application to a variety of neuroinformatics problems. By using ITKv4 as a core platform and disseminating the analysis pipelines, the papers selected by this proposal will promote reproducible practices and act as a guide for other researchers who wish to use ITKv4 in their own research.