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TRIAD Medical AI Framework Shifts Evaluation Focus From Models to Teams

remio · 10/21 07:34 UTC

TRIAD proposes a three-layer medical AI framework that evaluates clinicians and algorithms together rather than the model alone, in contrast to long-standing accuracy-centered evaluation. Published on February 10, 2026, it links trustworthy governance, real clinical value, and integrated, adaptive deployment. The authors, affiliated with Beijing Friendship Hospital and Capital Medical University, argue that clinical intelligence belongs to human-AI teams rather than to algorithms operating in isolation.

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