Vagliano, Iacopo; Schut, Martijn C.; Abu-Hanna, Ameen; Dongelmans, Dave A.; de Lange, Dylan W.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; de Jong, Remko; Peters, Marco A. A.; Kamps, Marlijn J. A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Nooteboom, Fleur G. C. A.; de Ruijter, Wouter; Urlings-Strop, Louise C.; Smit, Ellen G. M.; Mehagnoul-Schipper, D. Jannet; Dormans, Tom; de Jager, Cornelis P. C.; Hendriks, Stefaan H. A.; Achterberg, Sefanja; Oostdijk, Evelien; Reidinga, Auke C.; Festen-Spanjer, Barbara; Brunnekreef, Gert B.; Cornet, Alexander D.; van den Tempel, Walter; Boelens, Age D.; Koetsier, Peter; Lens, Judith; Faber, Harald J.; Karakus, A.; Entjes, Robert; de Jong, Paul; Rettig, Thijs C. D.; Reuland, M. C.; Arbous, Sesmu; Fleuren, Lucas M.; Dam, Tariq A.; Thoral, Patrick J.; Lalisang, Robbert C. A.; Tonutti, Michele; de Bruin, Daan P.; Elbers, Paul W. G.; de Keizer, Nicolette F.

Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning

ANNALS OF INTENSIVE CARE

IF5.5

2022-10-207

OAAI

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

Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock-a two-centre randomised clinical trial

CRITICAL CARE

IF9.3

2022-09-0529

OAAI

Predictors for extubation failure in COVID-19 patients using a machine learning approach

CRITICAL CARE

IF9.3

2021-12-2719

OAAI

Fleuren, Lucas M.; Dam, Tariq A.; Tonutti, Michele; de Bruin, Daan P.; Lalisang, Robbert C. A.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; Dongelmans, Dave A.; de Jong, Remko; Peters, Marco; Kamps, Marlijn J. A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Nooteboom, Fleur G. C. A.; de Ruijter, Wouter; Urlings-Strop, Louise C.; Smit, Ellen G. M.; Mehagnoul-Schipper, D. Jannet; Dormans, Tom; de Jager, Cornelis P. C.; Hendriks, Stefaan H. A.; Achterberg, Sefanja; Oostdijk, Evelien; Reidinga, Auke C.; Festen-Spanjer, Barbara; Brunnekreef, Gert B.; Cornet, Alexander D.; van den Tempel, Walter; Boelens, Age D.; Koetsier, Peter; Lens, Judith; Faber, Harald J.; Karakus, A.; Entjes, Robert; de Jong, Paul; Rettig, Thijs C. D.; Arbous, Sesmu; Vonk, Sebastiaan J. J.; Fornasa, Mattia; Machado, Tomas; Houwert, Taco; Hovenkamp, Hidde; Londono, Roberto Noorduijn; Quintarelli, Davide; Scholtemeijer, Martijn G.; de Beer, Aletta A.; Cina, Giovanni; Kantorik, Adam; de Ruijter, Tom; Herter, Willem E.; Beudel, Martijn; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

CRITICAL CARE

IF9.3

2021-08-2322

OAAI

Fleuren, Lucas M.; Dam, Tariq A.; Tonutti, Michele; de Bruin, Daan P.; Lalisang, Robbert C. A.; Gommers, Diederik; Cremer, Olaf L.; Bosman, Rob J.; Rigter, Sander; Wils, Evert-Jan; Frenzel, Tim; Dongelmans, Dave A.; de Jong, Remko; Peters, Marco; Kamps, Marlijn J. A.; Ramnarain, Dharmanand; Nowitzky, Ralph; Nooteboom, Fleur G. C. A.; de Ruijter, Wouter; Urlings-Strop, Louise C.; Smit, Ellen G. M.; Mehagnoul-Schipper, D. Jannet; Dormans, Tom; de Jager, Cornelis P. C.; Hendriks, Stefaan H. A.; Achterberg, Sefanja; Oostdijk, Evelien; Reidinga, Auke C.; Festen-Spanjer, Barbara; Brunnekreef, Gert B.; Cornet, Alexander D.; van den Tempel, Walter; Boelens, Age D.; Koetsier, Peter; Lens, Judith; Faber, Harald J.; Karakus, A.; Entjes, Robert; de Jong, Paul; Rettig, Thijs C. D.; Arbous, Sesmu; Vonk, Sebastiaan J. J.; Fornasa, Mattia; Machado, Tomas; Houwert, Taco; Hovenkamp, Hidde; Noorduijn-Londono, Roberto; Quintarelli, Davide; Scholtemeijer, Martijn G.; de Beer, Aletta A.; Cina, Giovanni; Beudel, Martijn; Herter, Willem E.; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.

Large-scale ICU data sharing for global collaboration: the first 1633 critically ill COVID-19 patients in the Dutch Data Warehouse

INTENSIVE CARE MEDICINE

IF21.2

2021-02-1712

OAAI

Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis

一种新的强化学习模型的跨大西洋可转移性，用于优化重症脓毒症患者的血流动力学治疗

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2021-02-0121

OAAI

Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients (vol 37, 171, 2020)