Radiology Code Semantic Cleaner

AI-powered Standardisation for Radiology Exam Codes and Names

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Human-in-the-Loop Mapping

AI proposes SNOMED mappings for pending exams, then presents results for you to approve, flag, or reject before they are saved.

Scout Mapping

Scout processes pending exams end-to-end with no human review step. High-confidence results are auto-approved; uncertain cases are flagged for later review.

Validate Approved Mappings

Second-pass review of previously approved mappings. A simple yes or no on each one: yes confirms it, no sends it to Flagged Review.

Review Flagged Studies

Review exams flagged by Scout. Scout's reasoning is shown for each flag. Approve, re-map, or mark as unmappable — human review only, no Scout re-run.

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Original CodeOriginal NameClean NameSNOMED FSNTagsConfidenceActions