DICOM Tag Editing with Python – Add, Modify & Remove DICOM Metadata

Learn how to programmatically edit DICOM metadata using Python and pydicom with a practical CT DICOM example.

This script demonstrates how to:

✅ Modify existing DICOM tags

✅ Add standard DICOM tags

✅ Remove DICOM tags

✅ Create DICOM-conformant private tags

✅ Save and validate modified DICOM files

✅ Understand VR types and private creator blocks

Perfect for:

• Radiation oncology professionals
• Medical imaging researchers
• PACS/DICOM engineers
• AI workflow developers
• Medical physics students
• DICOM interoperability testing

Topics covered include:

• Standard vs private DICOM tags
• Using pydicom for metadata editing
• Proper private tag creation workflow
• Clinical safety considerations when editing DICOM metadata

A practical educational resource for anyone working with DICOM workflows, automation, AI pipelines, or medical imaging development.