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Unpaired volumetric harmonization of brain MRI with conditional latent diffusion.

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第一作者： Mengqi,Wu

第一单位： Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, 27599, NC, USA; Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, 27599, NC, USA.

作者： Mengqi,Wu ^[1] ; Minhui,Yu ^[1] ; Shuaiming,Jing ^[1] ; Pew-Thian,Yap ^[2] ; Zhengwu,Zhang ^[3] ; Mingxia,Liu ^[4]

作者单位： Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, 27599, NC, USA; Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, 27599, NC, USA. ^[1] Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, 27599, NC, USA. ^[2] Department of Statistics and Operations Research, University of North Carolina at Chapel Hill, Chapel Hill, 27599, NC, USA. ^[3] Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, 27599, NC, USA. Electronic address: mingxia_liu@med.unc.edu. ^[4]

关键词 Autoencoder Brain MRI Harmonization Latent diffusion model

医学主题词人类(Humans);脑(Brain);磁共振成像(Magnetic Resonance Imaging);成像, 三维(Imaging, Three-Dimensional);算法(Algorithms)

DOI 10.1016/j.media.2025.103849

PMID 41192305

发布时间 2025-11-18

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