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Reporting Practice Matters: The Impact of Reference Choice on Chest X-ray Report Evaluation
Evaluation metrics for AI radiology reports are highly sensitive to reference reporting style, altering model rankings and revealing poor clinical interpretation decoupling.
Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 1/5