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Over the last thirty years, modern 3D medical imaging modalities such as CT, MR, PET and SPECT, have transformed clinical medicine and touched practically every medical discipline. As the availability and application of medical imaging has grown, biomedical research using data from these images has also grown. For many years, the Biomedical Imaging Resource (BIR)…