MedAction synthesizes 32k multi-turn diagnostic trajectories from PMC cases using tree-structured distillation and knowledge-graph metrics DTC and RAC, then fine-tunes an 8B model to reach SOTA open-source results on active diagnosis benchmarks.
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MedAction: Towards Active Multi-turn Clinical Diagnostic LLMs
MedAction synthesizes 32k multi-turn diagnostic trajectories from PMC cases using tree-structured distillation and knowledge-graph metrics DTC and RAC, then fine-tunes an 8B model to reach SOTA open-source results on active diagnosis benchmarks.