Peer Review of “Machine Learning–Based Prediction of COVID-19 Mortality With Limited Attributes to Expedite Patient Prognosis and Triage: Retrospective Observational Study” von Boie, Sebastian Daniel

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A scalable approach for critical care data extraction and analysis in an academic medical center von Daniel Boie, Sebastian, Meyer-Eschenbach, Falk, Schreiber, Fabian, Giesa, Niklas, Barrenetxea, Jon, Guinemer, Camille, Haufe, Stefan, Krämer, Michael, Brunecker, Peter, Prasser, Fabian, Balzer, Felix

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Applying a transformer architecture to intraoperative temporal dynamics improves the prediction of postoperative delirium von Giesa, Niklas, Sekutowicz, Maria, Rubarth, Kerstin, Spies, Claudia Doris, Balzer, Felix, Haufe, Stefan, Boie, Sebastian Daniel

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A Recurrent Neural Network Model for Predicting Activated Partial Thromboplastin Time After Treatment With Heparin: Retrospective Study von Boie, Sebastian Daniel, Engelhardt, Lilian Jo, Coenen, Nicolas, Giesa, Niklas, Rubarth, Kerstin, Menk, Mario, Balzer, Felix

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Outcome Comparison of Acute Respiratory Distress Syndrome (ARDS) in Patients with Trauma-Associated and Non-Trauma-Associated ARDS: A Retrospective 11-Year Period Analysis von Engelhardt, Lilian Jo, Olbricht, Claudio, Niemann, Marcel, Graw, Jan Adriaan, Hunsicker, Oliver, Weiss, Björn, Bünger, Victoria, Weber-Carstens, Steffen, Boie, Sebastian Daniel, Piper, Sophie K., Balzer, Felix, Menk, Mario

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GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV von Giesa, Niklas, Akgül, Mert, Boie, Sebastian Daniel, Balzer, Felix

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GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV von Giesa, Niklas, Akgül, Mert, Boie, Sebastian Daniel, Balzer, Felix

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A Recurrent Neural Network Model for Predicting Activated Partial Thromboplastin Time After Treatment With Heparin: Retrospective Study von Boie, Sebastian Daniel, Engelhardt, Lilian Jo, Coenen, Nicolas, Giesa, Niklas, Rubarth, Kerstin, Menk, Mario, Balzer, Felix

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Mobilisation of critically ill patients receiving norepinephrine: a retrospective cohort study von Lindholz, Maximilian, Schellenberg, Clara M, Grunow, Julius J, Kagerbauer, Simone, Milnik, Annette, Zickler, Daniel, Angermair, Stefan, Reißhauer, Anett, Witzenrath, Martin, Menk, Mario, Boie, Sebastian, Balzer, Felix, Schaller, Stefan J

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Mobilisation practices during the SARS-CoV-2 pandemic: A retrospective analysis (MobiCOVID) von Schellenberg, Clara M., Lindholz, Maximilian, Grunow, Julius J., Boie, Sebastian, Bald, Annika, Warner, Linus O., Ulm, Bernhard, Milnik, Annette, Zickler, Daniel, Angermair, Stefan, Reißhauer, Anett, Witzenrath, Martin, Menk, Mario, Balzer, Felix, Ocker, Thomas, Weber-Carstens, Steffen, Schaller, Stefan J.

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Mobilisation of critically ill patients receiving norepinephrine: a retrospective cohort study von Lindholz, Maximilian, Schellenberg, Clara M, Grunow, Julius J, Kagerbauer, Simone, Milnik, Annette, Zickler, Daniel, Angermair, Stefan, Reißhauer, Anett, Witzenrath, Martin, Menk, Mario, Boie, Sebastian, Balzer, Felix, Schaller, Stefan J

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