Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets by Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Mina Iravani, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, Richard Polzin, Hannah Mayer, Gernot Marx, Johannes Bickenbach, Andreas Schuppert

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Perception of the 2020 SARS-CoV-2 pandemic among medical professionals in Germany: results from a nationwide online survey by Pia Paffenholz, Arne Peine, Martin Hellmich, Stella V. Paffenholz, Lukas Martin, Mark Luedde, Miriam Haverkamp, Christoph Roderburg, Gernot Marx, Axel Heidenreich, Christian Trautwein, Tom Luedde, Sven H. Loosen

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Early risk markers for severe clinical course and fatal outcome in German patients with COVID-19. by Paul Balfanz, Bojan Hartmann, Dirk Müller-Wieland, Michael Kleines, Dennis Häckl, Nils Kossack, Alexander Kersten, Christian Cornelissen, Tobias Müller, Ayham Daher, Robert Stöhr, Johannes Bickenbach, Gernot Marx, Nikolaus Marx, Michael Dreher

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Critically ill patients undergoing interhospital transportation: a prospective multicentre cohort study in the Euregio Meuse-Rhine by Gernot Marx, Iwan C C van der Horst, Ulrich Strauch, Dennis Bergmans, Bas C T van Bussel, Stefan Beckers, Marc Felzen, Joachim Habers, Jochen Jansen, Micheline Christina Dionisius Maria Florack, Stephan Ortmanns, Marian Ramakers-van Kuijk

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Boosting the accuracy of existing models by updating and extending: using a multicenter COVID-19 ICU cohort as a proxy by Daniek A. M. Meijs, Laure Wynants, Sander M. J. van Kuijk, Clarissa I. E. Scheeren, Anisa Hana, Jannet Mehagnoul-Schipper, Björn Stessel, Margot Vander Laenen, Eline G. M. Cox, Jan-Willem E. M. Sels, Luc J. M. Smits, Johannes Bickenbach, Dieter Mesotten, Iwan C. C. van der Horst, Gernot Marx, Bas C. T. van Bussel, CoDaP Investigators

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Leveraging electronic medical records to evaluate a computerized decision support system for staphylococcus bacteremia by Julia Palm, Ssuhir Alaid, Danny Ammon, Julian Brandes, Andreas Dürschmid, Claudia Fischer, Jonas Fortmann, Kristin Friebel, Sarah Geihs, Anne-Kathrin Hartig, Donghui He, Andrew J. Heidel, Petra Hetfeld, Roland Ihle, Suzanne Kahle, Verena Koi, Margarethe Konik, Frauke Kretzschmann, Henner Kruse, Norman Lippmann, Christoph Lübbert, Gernot Marx, Rafael Mikolajczyk, Anne Mlocek, Stefan Moritz, Christoph Müller, Susanne Müller, Ariadna Pérez Garriga, Lo An Phan-Vogtmann, Diana Pietzner, Mathias W. Pletz, Mario Popp, Maike Rebenstorff, Jonas Renz, Florian Rißner, Rainer Röhrig, Kutaiba Saleh, Sebastian G. Schönherr, Cord Spreckelsen, Anja Stempel, Abel Stolz, Eric Thomas, Susanne Thon, Daniel Tiller, Sebastian Uschmann, Sebastian Wendt, Thomas Wendt, Philipp Winnekens, Oliver Witzke, Stefan Hagel, André Scherag

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Regional comparison of efficacy and safety for vilobelimab in critically ill, invasively mechanically ventilated COVID-19 patients by Gernot Marx, Antoine Roquilly, Tobias Welte, Jean Dellamonica, Greet Hermans, Martin Witzenrath, Michael Bauer, Matthias Gründling, Ulrich Jaschinski, Robert Zerbib, Djillali Annane, Matthijs C Brouwer, Bruno Mourvillier, Jean Baptiste Lascarrou, Francis Schneider, Guillaume Thiéry, Diederik van de Beek, Carole Schwebel, Fabio S. Taccone, Luc Desmedt, Claire Dupuis, Pieter van Paassen, Michael Piagnerelli, Endry H T Lim, Sanne de Bruin, Simon Rückinger, Claus Thielert, Renfeng Guo, Bruce P Burnett, Camilla Chong, Niels C Riedemann, Alexander P Vlaar, Alexander P. J. Vlaar, Leo M. A. Heunks, Sanne de Bruin, Endry H. T. Lim, Matthijs C. Brouwer, Pieter R. Tuinman, José Francisco K. Saraiva, Suzana M. Lobo, Rodrigo Boldo, Jesus A. Simon-Campos, Alexander D. Cornet, Anastasia Grebenyuk, Johannes M. Engelbrecht, Murimisi Mukansi, Philippe G. Jorens, Korinna Pilz, Diederik van de Beek, Niels C. Riedemann, Pierre Bulpa, Marc Diltoer, Nikolaas De Neve, Antonio T. Freire, Felipe D. Pizzol, Anna Karolina Marinho, Victor H. Sato, Clovis Arns da Cunha, Mathilde Neuville, Jean Luc Diehl, Jean Paul Mira, Marc Berger, Klaus Matschke, Roberto Mercado-Longoria, Belinda Gomez Quintana, Jorge Alberto Zamudio-Lerma

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