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June 15, 2026 article Open access Aachen paper

Predicting a sudden decrease in oxygenation in mechanically ventilated adult intensive care patients

Machine Learning Health, vol. 2, pp. 025004

DOI: 10.1088/3049-477x/ae7cfe Full text (OA) OpenAlex

Abstract

Predicting a sudden decrease in oxygenation in mechanically ventilated adult intensive care patients, Polzin, Richard, Fritsch, Sebastian Johannes, Sharafutdinov, Konstantin, Bickenbach, Johannes, Marx, Gernot, Schuppert, Andreas

Authors 6

  1. Richard Polzin corresponding Aachen

    RWTH Aachen University

    Affiliation as printed

    RWTH Aachen University

  2. Sebastian Johannes Fritsch Aachen

    RWTH Aachen University · Universitätsklinikum Aachen · Forschungszentrum Jülich

    Affiliation as printed

    Forschungszentrum Jülich GmbH

    University Hospital RWTH Aachen

  3. Konstantin Sharafutdinov Aachen

    RWTH Aachen University

    Affiliation as printed

    RWTH Aachen University

  4. Johannes Bickenbach Aachen

    RWTH Aachen University · Universitätsklinikum Aachen

    Affiliation as printed

    University Hospital RWTH Aachen

  5. Gernot Marx Aachen

    RWTH Aachen University · Universitätsklinikum Aachen

    Affiliation as printed

    University Hospital RWTH Aachen

  6. Andreas Schuppert Aachen

    RWTH Aachen University

    Affiliation as printed

    RWTH Aachen University

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