AI RESEARCH
Concept-to-Pixel: Prompt-Free Universal Medical Image Segmentation
arXiv CS.CV
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ArXi:2603.17746v1 Announce Type: new Universal medical image segmentation seeks to use a single foundational model to handle diverse tasks across multiple imaging modalities. However, existing approaches often rely heavily on manual visual prompts or retrieved reference images, which limits their automation and robustness. In addition, naive joint