We have been developing a framework to incorporate ITK and ANTs-based image processing methods into the R programming language to allow for interactive statistical analysis of medical images.  R provides the most complete and current selection of statistical tools, including thousands of user-contributed packages.  In addition, R provides an ideal platform for generating reproducible research, which has emerged as a topic of primary concern for scientists from a variety of disciplines.  Check it out at