Source-free cross-modality medical image synthesis with diffusion priors

Abstract Cross-modality medical image synthesis plays a critical role in enabling comprehensive multi-modal diagnosis and treatment. However, existing methods are constrained by their reliance on paired or unpaired source-target data, limiting scalability and practical deployment. Generating high-fi...

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Auteurs principaux:	Jia Chen, Xin Wang, Jun Bai, Kai Yang, Xinrong Hu, Yue Li
Format:	Artigo
Langue:	Inglês
Publié:	Springer 2025-09-01
Collection:	Journal of King Saud University: Computer and Information Sciences
Sujets:	Source-free synthesis Cross-modality synthesis Medical image synthesis Diffusion models Diffusion priors
Accès en ligne:	https://doi.org/10.1007/s44443-025-00200-5
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