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caIntegrator2 can query for imaging data in an instance of NBIA via a Java API. Once a group of patients is selected, you can access NBIA to review the patients images and associated metadata, and download the DICOM data as needed.

https://wiki.nci.nih.gov/display/NBIA/NBIA+User%27s+Guide