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Slicer is intended to enable research using diagnostic medical images. The package has powerful visualization and analysis capabilities.
For disclosure: I have been part of the Slicer project from day 1.
I use and develop for Slicer because it has great algorithms for DW-MRI analysis.
Disclosure: I am involved in helping build Slicer.