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Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records.

I. Vagliano, M. Schut, A. Abu-Hanna, D. Dongelmans, D. Lange, D. Gommers, O. Cremer, R. Bosman, S. Rigter, E. Wils, T. Frenzel, R. de Jong, M. Peters, M. Kamps, D. Ramnarain, R. Nowitzky, F. Nooteboom, W. de Ruijter, L. Urlings-Strop, E. Smit, D. Mehagnoul-Schipper, T. Dormans, C. de Jager, S. Hendriks, S. Achterberg, E. Oostdijk, A. Reidinga, B. Festen-Spanjer, G. Brunnekreef, A. Cornet, W. van den Tempel, A. Boelens, P. Koetsier, J. Lens, H. Faber, A. Karakus, R. Entjes, P. de Jong, T. Rettig, M. Reuland, M. Arbous, L. Fleuren, T. Dam, P. Thoral, R. Lalisang, M. Tonutti, D. de Bruin, P. Elbers, and N. de Keizer. Int. J. Medical Informatics, (2022)

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Martin G W Zeppenfeld

Sverrir G W Schopka

Winfried Elbers

Stefan Elbers

Bruno Elbers

Other publications of authors with the same name

Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML.R. Water, H. Schmidt, P. Elbers, P. Thoral, B. Arnrich, and P. Rockenschaub. CoRR, (2023)Hide-and-Seek Privacy Challenge.J. Jordon, D. Jarrett, J. Yoon, T. Barnes, P. Elbers, P. Thoral, A. Ercole, C. Zhang, D. Belgrave, and M. van der Schaar. CoRR, (2020)Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications.D. Ruhe, G. Ciná, M. Tonutti, D. de Bruin, and P. Elbers. CoRR, (2019)Transferring Clinical Prediction Models Across Hospitals and Electronic Health Record Systems.A. Curth, P. Thoral, W. van den Wildenberg, P. Bijlstra, D. de Bruin, P. Elbers, and M. Fornasa. PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 605-621. Springer, (2019)Rapid automatic assessment of microvascular density in sidestream dark field images.R. Bezemer, J. Dobbe, S. Bartels, E. Boerma, P. Elbers, M. Heger, and C. Ince. Medical Biol. Eng. Comput., 49 (11): 1269-1278 (2011)Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation.K. Zadorozhny, P. Thoral, P. Elbers, and G. Cinà. CoRR, (2021)Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis.L. Roggeveen, A. el Hassouni, J. Ahrendt, T. Guo, L. Fleuren, P. Thoral, A. Girbes, M. Hoogendoorn, and P. Elbers. Artif. Intell. Medicine, (2021)Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents.O. Moulin, V. François-Lavet, P. Elbers, and M. Hoogendoorn. WI/IAT, page 166-173. IEEE, (2022)Erratum to: Rapid automatic assessment of microvascular density in sidestream dark field images.R. Bezemer, J. Dobbe, S. Bartels, E. Boerma, P. Elbers, M. Heger, and C. Ince. Medical Biol. Eng. Comput., 50 (10): 1115 (2012)A pragmatic approach to estimating average treatment effects from EHR data: the effect of prone positioning on mechanically ventilated COVID-19 patients.A. Izdebski, P. Thoral, R. Lalisang, D. McHugh, R. Entjes, N. van der Meer, D. Dongelmans, A. Boelens, S. Rigter, S. Hendriks and 40 other author(s). CoRR, (2021)

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Disambiguation of "Elbers, Paul W. G."