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Keio University
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Forget end-to-end training: MedVol-R1 leverages reinforcement learning to decouple evidence grounding from volumetric delineation, achieving state-of-the-art performance in 3D medical image segmentation by grounding clinical reasoning to verifiable 2D evidence.
