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Generative morphodynamic forecasting enables robust zero-shot volumetric medical segmentation

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Video foundation models show strong potential for interactive volumetric medical image parsing but can suffer from memory drift when applied directly to 3D medical volumes with severe, patient-specific topological changes. In the evaluated settings, standard r... ...