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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Bibliografske podrobnosti
izdano v: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
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2015
Teme:
Research and Applications
Online dostop: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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