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A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.

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第一作者： Daniella,Meeker

第一单位： Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA Information Sciences Institute, University of Southern California, Marina Del Rey, CA dmeeker@usc.edu.

作者： Daniella,Meeker ^[1] ; Xiaoqian,Jiang ^[2] ; Michael E,Matheny ^[3] ; Claudiu,Farcas ^[2] ; Michel,D'Arcy ^[4] ; Laura,Pearlman ^[4] ; Lavanya,Nookala ^[5] ; Michele E,Day ^[2] ; Katherine K,Kim ^[6] ; Hyeoneui,Kim ^[2] ; Aziz,Boxwala ^[2] ; Robert,El-Kareh ^[2] ; Grace M,Kuo ^[7] ; Frederic S,Resnic ^[8] ; Carl,Kesselman ^[4] ; Lucila,Ohno-Machado ^[2]

作者单位： Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA Information Sciences Institute, University of Southern California, Marina Del Rey, CA dmeeker@usc.edu. ^[1] Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093. ^[2] Geriatrics Research, Education, and Clinical Care Service Department of Biomedical Informatics, Division of General Internal Medicine, Department of Biostatistics. ^[3] Information Sciences Institute, University of Southern California, Marina Del Rey, CA. ^[4] Geriatrics Research, Education, and Clinical Care Service. ^[5] Department of Pathology and Laboratory Medicine and Department of Internal Medicine, University of California Davis, Sacramento, CA. ^[6] Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego. ^[7] Lahey Hospital and Medical Center, Burlington, MA, USA. ^[8]

关键词 comparative effectiveness research distributed analytics federated research network privacy-preserving network infrastructure