Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care

Arne Peine, Ahmed Hallawa, Johannes Bickenbach, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gerd Ascheid, Christoph Thiemermann, Andreas Schuppert, Ryan Kindle, Leo A. Celi, Gernot Marx, Lukas Martin. Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. npj Digit. Medicine, 4, 2021. [doi]

Authors

Arne Peine

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Ahmed Hallawa

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Johannes Bickenbach

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Guido Dartmann

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Lejla Begic Fazlic

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Anke Schmeink

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Gerd Ascheid

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Christoph Thiemermann

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Andreas Schuppert

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Ryan Kindle

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Leo A. Celi

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Gernot Marx

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Lukas Martin

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