CLEAR Builds Auditable Radiology Foundation Model Based on Clinical Concepts

CLEAR is a radiology foundation model designed with clinical concept grounding and auditability mechanisms, allowing clinicians and regulators to inspect decision pathways rather than treating the system as a black box. The approach aims to improve interpretability, regulatory compliance, and cross-institutional deployment by anchoring model outputs to clinically meaningful language and evidence.

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