Privacy-preserving harmonization via distributed ComBat.

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作者： Andrew A,Chen ^[1] ; Chongliang,Luo ^[2] ; Yong,Chen ^[2] ; Russell T,Shinohara ^[3] ; Haochang,Shou ^[3] ; Alzheimer’s Disease Neuroimaging Initiative

作者单位： Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA 19104, United States; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, United States. Electronic address: andrewac@pennmedicine.upenn.edu. ^[1] Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, United States. ^[2] Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA 19104, United States; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, United States. ^[3]

关键词 ComBat Distributed analysis Harmonization Privacy-preserving Site effect

主题词算法(Algorithms);人类(Humans);信息传播(Information Dissemination);隐私权(Privacy);系统综合(Systems Integration)

DOI 10.1016/j.neuroimage.2021.118822

PMID 34958950

发布时间 2023-01-02

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