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Currently data is returned as Numpy arrays. This can cause problems with memory which in the case of the command line tool is unnecessary since we could just leave the outputs as nibabel.nifti objects and
allow the user to call get_data() as they wish.
To avoid breaking compatibility, maybe there should be an optional argument to run() to specify
how output is to be returned?
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enhancementNew feature or requestNew feature or request