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Comparison of machine learning methods with logistic regression analysis in creating predictive models for risk of critical in-hospital events in COVID-19 patients on hospital admission.
Sievering AW, Wohlmuth P, Geßler N, Gunawardene MA, Herrlinger K, Bein B, Arnold D, Bergmann M, Nowak L, Gloeckner C, Koch I, Bachmann M, Herborn CU, Stang A. Sievering AW, et al. Among authors: bein b. BMC Med Inform Decis Mak. 2022 Nov 28;22(1):309. doi: 10.1186/s12911-022-02057-4. BMC Med Inform Decis Mak. 2022. PMID: 36437469 Free PMC article.
Mechanical ventilation and mortality among 223 critically ill patients with coronavirus disease 2019: A multicentric study in Germany.
Roedl K, Jarczak D, Thasler L, Bachmann M, Schulte F, Bein B, Weber CF, Schäfer U, Veit C, Hauber HP, Kopp S, Sydow K, de Weerth A, Bota M, Schreiber R, Detsch O, Rogmann JP, Frings D, Sensen B, Burdelski C, Boenisch O, Nierhaus A, de Heer G, Kluge S. Roedl K, et al. Among authors: bein b. Aust Crit Care. 2021 Mar;34(2):167-175. doi: 10.1016/j.aucc.2020.10.009. Epub 2020 Oct 27. Aust Crit Care. 2021. PMID: 33250401 Free PMC article.
New Insights in the Occurrence of Venous Thromboembolism in Critically Ill Patients with COVID-19-A Large Postmortem and Clinical Analysis.
Heinrich F, Roedl K, Jarczak D, Goebels HL, Heinemann A, Schäfer U, Ludwig F, Bachmann M, Bein B, Weber CF, Sydow K, Bota M, Paschen HR, de Weerth A, Veit C, Detsch O, Brand PA, Kluge S, Ondruschka B, Wichmann D. Heinrich F, et al. Among authors: bein b. Viruses. 2022 Apr 14;14(4):811. doi: 10.3390/v14040811. Viruses. 2022. PMID: 35458541 Free PMC article.
362 results