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

Aaron W. Sievering, Peter Wohlmuth, Nele Geßler, Melanie A. Gunawardene, Klaus Herrlinger, Berthold Bein, Dirk Arnold, Martin Bergmann, Lorenz Nowak, Christian Gloeckner, Ina Koch, Martin Bachmann, Christoph U. Herborn, Axel Stang. 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. BMC Med. Inf. & Decision Making, 22(1):309, 2022. [doi]

Authors

Aaron W. Sievering

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Peter Wohlmuth

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Nele Geßler

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Melanie A. Gunawardene

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Klaus Herrlinger

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Berthold Bein

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Dirk Arnold

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Martin Bergmann

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Lorenz Nowak

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Christian Gloeckner

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Ina Koch

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Martin Bachmann

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Christoph U. Herborn

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Axel Stang

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