Application of the Sepsis-3 criteria to describe sepsis epidemiology in the Amsterdam UMCdb intensive care dataset. by Christopher Y K Williams, Tom Edinburgh, Paul W G Elbers, Patrick J Thoral, Ari Ercole

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Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study by Siri L van der Meijden, Anne A H de Hond, Patrick J Thoral, Ewout W Steyerberg, Ilse M J Kant, Giovanni Cinà, M Sesmu Arbous

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Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation by Xiaoli Liu, PhD, Pan Hu, MS, Wesley Yeung, MBBS, Zhongheng Zhang, ProfMD, Vanda Ho, MB BChir, Chao Liu, MD, Clark Dumontier, ProfMD MPH, Patrick J Thoral, MD, Zhi Mao, ProfMD, Desen Cao, PhD, Roger G Mark, ProfPhD, Zhengbo Zhang, ProfPhD, Mengling Feng, ProfPhD, Deyu Li, ProfPhD, Leo Anthony Celi, ProfMD MPH

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Assessing SOFA score trajectories in sepsis using machine learning: A pragmatic approach to improve the accuracy of mortality prediction. by Lars Palmowski, Hartmuth Nowak, Andrea Witowski, Björn Koos, Alexander Wolf, Maike Weber, Daniel Kleefisch, Matthias Unterberg, Helge Haberl, Alexander von Busch, Christian Ertmer, Alexander Zarbock, Christian Bode, Christian Putensen, Ulrich Limper, Frank Wappler, Thomas Köhler, Dietrich Henzler, Daniel Oswald, Björn Ellger, Stefan F Ehrentraut, Lars Bergmann, Katharina Rump, Dominik Ziehe, Nina Babel, Barbara Sitek, Katrin Marcus, Ulrich H Frey, Patrick J Thoral, Michael Adamzik, Martin Eisenacher, Tim Rahmel, SepsisDataNet.NRW research group

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Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning by Tariq A. Dam, Luca F. Roggeveen, Fuda van Diggelen, Lucas M. Fleuren, Ameet R. Jagesar, Martijn Otten, Heder J. de Vries, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Dave A. Dongelmans, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, A. Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Sesmu Arbous, Sebastiaan J. J. Vonk, Tomas Machado, Willem E. Herter, Harm-Jan de Grooth, Patrick J. Thoral, Armand R. J. Girbes, Mark Hoogendoorn, Paul W. G. Elbers, The Dutch ICU Data Sharing Against COVID-19 Collaborators

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