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Personalized statin treatment plan using counterfactual approach with multi-objective optimization over benefits and risks.

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第一作者： Yue,Liang

第一单位： Institute for Health Informatics, University of Minnesota, Minneapolis, MN, 55455, USA.;Optum Labs Visiting Fellow, Eden Prairie, MN, 55344, USA.

作者： Yue,Liang ^[1] ; Pui Ying,Yew ^[1] ; Matt,Loth ^[2] ; Terrence J,Adam ^[3] ; Julian,Wolfson ^[4] ; Peter J,Tonellato ^[5] ; Chin-Lin,Chi ^[2]

作者单位： Institute for Health Informatics, University of Minnesota, Minneapolis, MN, 55455, USA.;Optum Labs Visiting Fellow, Eden Prairie, MN, 55344, USA. ^[1] Institute for Health Informatics, University of Minnesota, Minneapolis, MN, 55455, USA.;School of Nursing, University of Minnesota, Minneapolis, MN, 55455, USA.;Optum Labs Visiting Fellow, Eden Prairie, MN, 55344, USA. ^[2] Institute for Health Informatics, University of Minnesota, Minneapolis, MN, 55455, USA.;Department of Pharmaceutical Care & Health Systems, University of Minnesota, Minneapolis, MN, 55455, USA. ^[3] Division of Biostatistics, University of Minnesota, Minneapolis, MN, 55455, USA. ^[4] Department of Health Management and Informatics, University of Missouri School of Medicine, Missouri, 65212, USA. ^[5]

关键词 Clinical trial simulation Counterfactual prediction Generalized overlap weights Generalized propensity score Statin Statin-associated-symptoms

DOI 10.1016/j.imu.2023.101362

PMID 37986733

发布时间 2023-11-24

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