This project studies radiology triage as a system, not a leaderboard. We evaluate model behavior, handoff design, annotation limits, and clinical communication under practical infrastructure constraints.

Research surface

The work is designed for collaborators who need to inspect assumptions quickly: datasets, edge cases, and deployment requirements are documented alongside model results.

pipeline: ingest -> anonymize -> annotate -> evaluate -> clinical review