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Centralized and Federated Models for the Analysis of Clinical Data.
Li R, Romano JD, Chen Y, Moore JH. Li R, et al. Annu Rev Biomed Data Sci. 2024 Aug;7(1):179-199. doi: 10.1146/annurev-biodatasci-122220-115746. Epub 2024 Jul 24. Annu Rev Biomed Data Sci. 2024. PMID: 38723657 Free PMC article. Review.
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.
Luo C, Islam MN, Sheils NE, Buresh J, Reps J, Schuemie MJ, Ryan PB, Edmondson M, Duan R, Tong J, Marks-Anglin A, Bian J, Chen Z, Duarte-Salles T, Fernández-Bertolín S, Falconer T, Kim C, Park RW, Pfohl SR, Shah NH, Williams AE, Xu H, Zhou Y, Lautenbach E, Doshi JA, Werner RM, Asch DA, Chen Y. Luo C, et al. Nat Commun. 2022 Mar 30;13(1):1678. doi: 10.1038/s41467-022-29160-4. Nat Commun. 2022. PMID: 35354802 Free PMC article.
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