From Alignment to Synthesis: Contrastive Volumetric Grounding for Text-to-CT Generation

arXiv:2506.00633v4 Announce Type: replace-cross Abstract: Generating semantically controllable 3D CT volumes from radiology reports requires more than a rich text encoder, it requires vision-language alignment grounded in volumetric space. Existing…

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