MedEvo: Medical Reasoning Evolution through Knowledge Navigation.

arXiv:2610.17690v2 Announce Type: replace Abstract: Medical multimodal reasoning models are typically trained on teacher-generated rationales, discarding the valid reasoning in students' own failed trajectories, while general-domain correction methods offer li