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

Background Centralized and federated models for sharing data in research networks currently exist. To build multivariate data analysis for centralized networks, transfer of patient-level data to a central computation resource is necessary. The authors implemented distributed multivariate models for...

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Detalhes bibliográficos
Publicado no:J Am Med Inform Assoc
Main Authors: Meeker, Daniella, Jiang, Xiaoqian, Matheny, Michael E, Farcas, Claudiu, D’Arcy, Michel, Pearlman, Laura, Nookala, Lavanya, Day, Michele E, Kim, Katherine K, Kim, Hyeoneui, Boxwala, Aziz, El-Kareh, Robert, Kuo, Grace M, Resnic, Frederic S, Kesselman, Carl, Ohno-Machado, Lucila
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2015
Assuntos:
Research and Applications
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4639714/
https://ncbi.nlm.nih.gov/pubmed/26142423
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv017
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