A privacy-preserving and computation-efficient federated algorithm for generalized linear mixed models to analyze correlated electronic health records data

Large collaborative research networks provide opportunities to jointly analyze multicenter electronic health record (EHR) data, which can improve the sample size, diversity of the study population, and generalizability of the results. However, there are challenges to analyzing multicenter EHR data i...

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Detalles Bibliográficos
Autores principales: Yan, Zhiyu, Zachrison, Kori S., Schwamm, Lee H., Estrada, Juan J., Duan, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844867/
https://www.ncbi.nlm.nih.gov/pubmed/36649349
http://dx.doi.org/10.1371/journal.pone.0280192

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844867/
https://www.ncbi.nlm.nih.gov/pubmed/36649349
http://dx.doi.org/10.1371/journal.pone.0280192

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