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A generalized dual-domain generative framework with hierarchical consistency for medical image reconstruction and synthesis

Abstract Medical image reconstruction and synthesis are critical for imaging quality, disease diagnosis and treatment. Most of the existing generative models ignore the fact that medical imaging usually occurs in the acquisition domain, which is different from, but associated with, the image domain....

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Autors principals: Jiadong Zhang, Kaicong Sun, Junwei Yang, Yan Hu, Yuning Gu, Zhiming Cui, Xiaopeng Zong, Fei Gao, Dinggang Shen
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2023-10-01
Col·lecció:Communications Engineering
Accés en línia:https://doi.org/10.1038/s44172-023-00121-z
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