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AI in radiology: A missing flag is not a negative read

An absent AI alert does not establish a negative scan. My KevinMD essay examines what hospitals should verify before relying on imaging AI.

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An AI worklist can influence which study receives attention first. In this KevinMD essay, I examine why hospitals need to understand missed findings, check performance in their own setting and know which software version is running. The practical question for leaders is how the tool supports a clinician’s review and how the organization detects problems after deployment.

By Harvey Castro, MD, MBA. Originally published 2026-10-29 on KevinMD.

Read the full article on KevinMD.

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