Next Wave of Imaging AI Calls for Shift From Adoption to Governance

As imaging AI moves beyond initial adoption, radiology practices must now establish robust governance frameworks to manage algorithm performance monitoring, deployment, and integration across diverse clinical workflows.

• Perspective piece in Diagnostic Imaging argues the next challenge for imaging AI is operational governance rather than technical validation.
• Emphasizes the need for ongoing performance monitoring, structured deployment strategies, and clinician engagement to ensure safe, effective clinical use.

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