AJR Position Paper: From AI Opportunistic Screening to Actionable Clinical Pathways

This AJR paper outlines a framework for translating AI-driven opportunistic screening findings (e.g., on CT) into standardized clinical actions, proposing report structuring and care pathways rather than raw model performance metrics.

• Design: Expert position paper/narrative review (no primary patient data reported).
• Key contribution: Defines actionable workflows for incidental AI findings to avoid alert fatigue and ensure follow-up.
• Limitation: Represents expert consensus without prospective validation of the proposed clinical pathways.

RadPigeon summaries are original and for information only. They are not clinical advice.