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Learning from local to global: An efficient distributed algorithm for modeling time-to-event data., , , , , , , , , и 6 other автор(ы). J. Am. Medical Informatics Assoc., 27 (7): 1028-1036 (2020)Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints., , , , , , , , , и 13 other автор(ы). J. Am. Medical Informatics Assoc., 31 (4): 809-819 (2024)Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources., , , , , и . CoRR, (2021)Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites., , , , , , , , , и . npj Digit. Medicine, (2022)One-shot distributed algorithms for addressing heterogeneity in competing risks data across clinical sites., , , , , , , , , и 2 other автор(ы). J. Biomed. Informatics, (2024)Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources., , , , , и . BMC Medical Informatics Decis. Mak., 22 (1): 269 (2022)Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network., , , , , , , , , и . AMIA, AMIA, (2020)Identification of Rare Adverse Events with Year-varying Reporting Rates for FLU4 Vaccine in VAERS., , , , , и . AMIA, AMIA, (2018)A cost-effective chart review sampling design to account for phenotyping error in electronic health records (EHR) data., , , , и . J. Am. Medical Informatics Assoc., 29 (1): 52-61 (2021)Robust-ODAL: Learning from Heterogeneous Health Systems Without Sharing Patient-LevelData., , , , , и . PSB, стр. 695-706. (2020)