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Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
Tan ALM, Getzen EJ, Hutch MR, Strasser ZH, Gutiérrez-Sacristán A, Le TT, Dagliati A, Morris M, Hanauer DA, Moal B, Bonzel CL, Yuan W, Chiudinelli L, Das P, Zhang HG, Aronow BJ, Avillach P, Brat GA, Cai T, Hong C, La Cava WG, Hooi Will Loh H, Luo Y, Murphy SN, Yuan Hgiam K, Omenn GS, Patel LP, Jebathilagam Samayamuthu M, Shriver ER, Shakeri Hossein Abad Z, Tan BWL, Visweswaran S, Wang X, Weber GM, Xia Z, Verdy B; COVID-19 by EHR (4CE); Long Q, Mowery DL, Holmes JH. Tan ALM, et al. Among authors: jebathilagam samayamuthu m. J Biomed Inform. 2023 Mar;139:104306. doi: 10.1016/j.jbi.2023.104306. Epub 2023 Feb 3. J Biomed Inform. 2023. PMID: 36738870 Free PMC article.
SurvMaximin: Robust federated approach to transporting survival risk prediction models.
Wang X, Zhang HG, Xiong X, Hong C, Weber GM, Brat GA, Bonzel CL, Luo Y, Duan R, Palmer NP, Hutch MR, Gutiérrez-Sacristán A, Bellazzi R, Chiovato L, Cho K, Dagliati A, Estiri H, García-Barrio N, Griffier R, Hanauer DA, Ho YL, Holmes JH, Keller MS, Klann MEng JG, L'Yi S, Lozano-Zahonero S, Maidlow SE, Makoudjou A, Malovini A, Moal B, Moore JH, Morris M, Mowery DL, Murphy SN, Neuraz A, Yuan Ngiam K, Omenn GS, Patel LP, Pedrera-Jiménez M, Prunotto A, Jebathilagam Samayamuthu M, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano-Balazote P, South AM, Tan ALM, Tan BWL, Tibollo V, Tippmann P, Visweswaran S, Xia Z, Yuan W, Zöller D, Kohane IS, Avillach P, Guo Z, Cai T; Consortium for Clinical Characterization of COVID-19 by EHR 4CE. Wang X, et al. Among authors: jebathilagam samayamuthu m. J Biomed Inform. 2022 Oct;134:104176. doi: 10.1016/j.jbi.2022.104176. Epub 2022 Aug 23. J Biomed Inform. 2022. PMID: 36007785 Free PMC article.