Preprint
Aug 2026
MediSkill-Evo: Process-Constrained Self-Evolution for Evidence-Grounded Clinical Interaction
MediSkill-Evo is introduced, which self-evolves governed process knowledge without fine-tuning the backbone, and updates clinical, process, symbolic, and visual knowledge in four typed banks under type-specific validation and scope rules.
Ruoyu Wu, Shen-Fu Xie, Yin-Qian Sun et al.
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