DGCD-3D: Difference-guided conditional diffusion model for low-field 3D MRI enhancement to assist stroke assessment.
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| Title: | DGCD-3D: Difference-guided conditional diffusion model for low-field 3D MRI enhancement to assist stroke assessment. |
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| Authors: | Li H; School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China., Liu Z; Beijing Celebrain Technology Co., Ltd., Beijing 100083, China., Zhou Y; Beijing Celebrain Technology Co., Ltd., Beijing 100083, China., Zhang S; School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China., Ding S; School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China., Xie X; China National Clinical Research Center for Neurological Diseases, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Zhu W; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Han C; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Zhang Z; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Suo Y; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Li Z; Beijing Celebrain Technology Co., Ltd., Beijing 100083, China., Wang Y; China National Clinical Research Center for Neurological Diseases, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China., Zhang G; School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China. Electronic address: guangleizhang@buaa.edu.cn., Jing J; China National Clinical Research Center for Neurological Diseases, Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China. Electronic address: jingj_bjttyy@163.com., Liu T; School of Biological Science and Medical Engineering, Beihang University, Beijing 100191, China. Electronic address: taoliu@buaa.edu.cn. |
| Source: | Medical image analysis [Med Image Anal] 2026 Jun 25; Vol. 113, pp. 104183. Date of Electronic Publication: 2026 Jun 25. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9713490 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-8423 (Electronic) Linking ISSN: 13618415 NLM ISO Abbreviation: Med Image Anal Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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