A Query Workflow Design to Perform Automatable Distributed Regression Analysis in Large Distributed Data Networks

INTRODUCTION: Patient privacy and data security concerns often limit the feasibility of pooling patient-level data from multiple sources for analysis. Distributed data networks (DDNs) that employ privacy-protecting analytical methods, such as distributed regression analysis (DRA), can mitigate these...

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Библиографические подробности
Опубликовано в: :EGEMS (Wash DC)
Главные авторы: Her, Qoua L., Malenfant, Jessica M., Malek, Sarah, Vilk, Yury, Young, Jessica, Li, Lingling, Brown, Jeffery, Toh, Sengwee
Формат: Artigo
Язык:Inglês
Опубликовано: Ubiquity Press 2018
Предметы:
Model/Framework
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC6078121/
https://ncbi.nlm.nih.gov/pubmed/30094283
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5334/egems.209
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