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A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models.

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第一作者: Bingyu,Zhang
第一单位: The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States.
作者单位: The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States. [1] The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.;Department of Biostatistics and Health Data Science, University of Pittsburgh, Pittsburgh, PA 15261, United States. [2] Johnson & Johnson, Epidemiology, Titusville, NJ 08560, United States.;Department of Medical Informatics, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands. [3] The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.;Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, United States. [4] The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States. [5] Research Programme on Biomedical Informatics, Hospital del Mar, Hospital del Mar Research Institute (HMRIB), 08003 Barcelona, Spain. [6] Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN 46202, United States.;Regenstrief Institute, Indianapolis, IN 46202, United States. [7] Real World Solutions, IQVIA, Durham, NC 27703, United States. [8] Department of Biomedical Informatics, Columbia University, New York, NY 10032, United States. [9] Department of Medical Informatics, Erasmus University Medical Center, 3000 CA Rotterdam, The Netherlands. [10] The Center for Health AI and Synthesis of Evidence (CHASE), University of Pennsylvania, Philadelphia, PA 19104, United States.;The Graduate Group in Applied Mathematics and Computational Science, School of Arts and Sciences, University of Pennsylvania, Philadelphia, PA 19104, United States.;Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, United States.;Leonard Davis Institute of Health Economics, Philadelphia, PA 19104, United States.;Penn Medicine Center for Evidence-Based Practice (CEP), Philadelphia, PA 19104, United States.;Penn Institute for Biomedical Informatics (IBI), Philadelphia, PA 19104, United States. [11]
DOI 10.1093/jamia/ocaf198
PMID 41259033
发布时间 2026-03-14
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Journal of the American Medical Informatics Association : JAMIA

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