Privacy-protecting multivariable-adjusted distributed regression analysis for multi-center pediatric study
Abstract
Privacy-protecting analytic approaches without centralized pooling of individual-level data, such as distributed regression, are particularly important for vulnerable populations, such as children, but these methods have not yet been tested in multi-center pediatric studies. Using the electronic health data from 34 healthcare institutions in the National Patient-Centered Clinical Research Network (PCORnet), we fit 12 multivariable-adjusted...
Paper Details
Title
Privacy-protecting multivariable-adjusted distributed regression analysis for multi-center pediatric study
Published Date
Oct 2, 2019
Journal
Volume
87
Issue
6
Pages
1086 - 1092
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