Internal features of a frozen medical diffusion model, combined with text-guided attention maps and pseudo-healthy inpainting, enable zero-shot tumor segmentation across CT and MRI.
Cancerunit: Towards a single unified model for ef- fective detection, segmentation, and diagnosis of eight major cancers using a large collection of ct scans
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Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models
Internal features of a frozen medical diffusion model, combined with text-guided attention maps and pseudo-healthy inpainting, enable zero-shot tumor segmentation across CT and MRI.