Using SimpleITK to Convert Dicom to Nifiti With Misleading Series Tags

Engineering
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I would recommend taking a look at David Clunie’s “DICOM stuff”. While we are knowlegable on the subject, he is an expert. The tools of interest :

  1. dciodvfy, dcentvfy DICOM verification tools, though the sign says they are “NOT officially recognized or supported tools for certifying DICOM compliance” - they are more robust than anything I’ve written.
  2. DicomCleaner - modify the header so you can anonymize.
  3. Another option is to use Osirix’s anonymization functionality, though that assumes you are on a Mac, see this youtube video.
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