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Armand R. J. Girbes

vrije universiteit

65H-index
427Paper Count
2.3WCitation Count
Published Papers 210
Publication Date
Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients
err2025-08-27
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errTariq A. Dam; Rogier P. Schade; Jurriaan E.M. de Steenwinkel; Martijn Otten; Luca F. Roggeveen; Mark Hoogendoorn; Armand R.J. Girbes; Lucas M. Fleuren; Paul W.G. Elbers
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Sharing is caring: A systematic review of publicly available intensive care data sets
err2025-08-06
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errA.R. Jagesar; T.A. Dam; T. Struja; C.M. Sauer; M. Otten; L.A. Biesheuvel; A.R.J. Girbes; L. Adhikari; Z. Zhang; M. Faltys; N. Rodemund; P.J. Thoral; L.A. Celi; P.W.G. Elbers
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Long-term mortality in ICU patients with hematological malignancies: Impact of organ support duration and ICU length of stay
err2025-05-23
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errMartijn Otten; Bob J.H. van Kempen; Brittney van der Woude; Tariq A. Dam; Rolf K. Gigengack; Marcella C.A. Müller; Armand R.J. Girbes; Bart J. Biemond; Harm-Jan de Grooth; Paul W.G. Elbers
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European Society of Intensive Care Medicine guidelines on end of life and palliative care in the intensive care unit
err2024-10-03
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errKesecioglu, Jozef; Rusinova, Katerina; Alampi, Daniela; Arabi, Yaseen M.; Benbenishty, Julie; Benoit, Dominique; Boulanger, Carole; Cecconi, Maurizio; Cox, Christopher; van Dam, Marjel; van Dijk, Diederik; Downar, James; Efstathiou, Nikolas; Endacott, Ruth; Galazzi, Alessandro; van Gelder, Fiona; Gerritsen, Rik T.; Girbes, Armand; Hawyrluck, Laura; Herridge, Margaret; Hudec, Jan; Kentish-Barnes, Nancy; Kerckhoffs, Monika; Latour, Jos M.; Malaska, Jan; Marra, Annachiara; Meddick-Dyson, Stephanie; Mentzelopoulos, Spyridon; Mer, Mervyn; Metaxa, Victoria; Michalsen, Andrej; Mishra, Rajesh; Mistraletti, Giovanni; van Mol, Margo; Moreno, Rui; Nelson, Judith; Suner, Andrea Ortiz; Pattison, Natalie; Prokopova, Tereza; Puntillo, Kathleen; Puxty, Kathryn; Qahtani, Samah Al; Radbruch, Lukas; Rodriguez-Ruiz, Emilio; Sabar, Ron; Schaller, Stefan J.; Siddiqui, Shahla; Sprung, Charles L.; Umbrello, Michele; Vergano, Marco; Zambon, Massimo; Zegers, Marieke; Darmon, Michael; Azoulay, Elie
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The impact of the massive open online course C19_SPACE during the COVID-19 pandemic on clinical knowledge enhancement: a study among medical doctors and nurses
err2024-09-30
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PREAI
errCecconi, Maurizio; Barth, Anita; Szollosi, Gergo Jozsef; Istrate, Gizella Melania; Alexandre, Joel; Duska, Frantisek; Schaller, Stefan J.; Boulanger, Carole; Mellinghoff, Johannes; Waldauf, Peter; Girbes, Armand R. J.; Derde, Lennie; De Waele, Jan J.; Azoulay, Elie; Kesecioglu, Jozef
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Incidence of catheter-related thrombosis and its association with outcome in critically ill patients: A prospective observational study
err2024-09-01
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errSmit, Jasper M.; Haaksma, Mark E.; Heldeweg, Micah L. A.; Adamse, Dorien S.; Choi, Kee F.; Jonker, Suzan R. L.; Rijpkema, Jitske; van Zanten, Florianne J. L.; Vlaar, Alexander P. J.; Muller, Marcella C. A.; Girbes, Armand R. J.; Heunks, Leo M. A.; Tuinman, Pieter R.
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Comparative performance of intensive care mortality prediction models based on manually curated versus automatically extracted electronic health record data
err2024-08-01
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PREAI
errJagesar, A. R.; Otten, M.; Dam, T. A.; Biesheuvel, L. A.; Dongelmans, D. A.; Brinkman, S.; Thoral, P. J.; Francois-Lavet, V.; Girbes, A. R. J.; de Keizer, N. F.; de Grooth, H. J. S.; Elbers, P. W. G.
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Super-relaxed myosins contribute to respiratory muscle hibernation in mechanically ventilated patients
err2024-07-31
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PREAI
errvan den Berg, Marloes; Shi, Zhonghua; Claassen, Wout J.; Hooijman, Pleuni; Lewis, Christopher T. A.; Andersen, Jesper L.; van der Pijl, Robbert J.; Bogaards, Sylvia J. P.; Conijn, Stefan; Peters, Eva L.; Begthel, Leon P. L.; Uijterwijk, Bas; Lindqvist, Johan; Langlais, Paul R.; Girbes, Armand R. J.; Stapel, Sandra; Granzier, Henk; Campbell, Kenneth S.; Ma, Weikang; Irving, Thomas; Hwee, Darren T.; Hartman, James J.; Malik, Fady I.; Paul, Marinus; Beishuizen, Albertus; Ochala, Julien; Heunks, Leo; Ottenheijm, Coen A. C.
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Micronutrient Status of Critically Ill Patients with COVID-19 Pneumonia
err2024-01-29
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errRozemeijer, Sander; Hamer, Henrike M.; Heijboer, Annemieke C.; de Jonge, Robert; Jimenez, Connie R.; Juffermans, Nicole P.; Dujardin, Romein W. G.; Girbes, Armand R. J.; de Man, Angelique M. E.
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In memoriam: Dinis dos Reis Miranda
err2023-12-13
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errMoreno, Rui; Girbes, Armand
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Effects of nurse delivered thoracic ultrasound on management of adult intensive care unit patients: A prospective observational study
err2023-12-01
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errSmits, Thomas; Heldeweg, Micah; Tulleken, Amy Morreale; Verlaan, Brian; Floor, Lonneke; Eijsenga, Alwin; Lust, Erik; Gelissen, Harry; Girbes, Armand; Elbers, Paul; Tuinman, Pieter Roel
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Early mobilisation in critically ill COVID-19 patients: a subanalysis of the ESICM-initiated UNITE-COVID observational study
err2023-11-14
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errKloss, Philipp; Lindholz, Maximilian; Milnik, Annette; Azoulay, Elie; Cecconi, Maurizio; Citerio, Giuseppe; De Corte, Thomas; Duska, Frantisek; Galarza, Laura; Greco, Massimiliano; Girbes, Armand R. J.; Kesecioglu, Jozef; Mellinghoff, Johannes; Ostermann, Marlies; Pellegrini, Mariangela; Teboul, Jean-Louis; De Waele, Jan; Wong, Adrian; Schaller, Stefan J.
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Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment
err2023-11-08
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errOtten, Martijn; Jagesar, Ameet R.; Dam, Tariq A.; Biesheuvel, Laurens A.; den Hengst, Floris; Ziesemer, Kirsten A.; Thoral, Patrick J.; de Grooth, Harm-Jan; Girbes, Armand R. J.; Francois-Lavet, Vincent; Hoogendoorn, Mark; Elbers, Paul W. G.
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Augmented intelligence facilitates concept mapping across different electronic health records
err2023-11-01
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errDam, Tariq A.; Fleuren, Lucas M.; Roggeveen, Luca F.; Otten, Martijn; Biesheuvel, Laurens; Jagesar, Ameet R.; Lalisang, Robbert C. A.; Kullberg, Robert F. J.; Hendriks, Tom; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.
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Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis
err2023-02-06
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errSiepel, Sander; Dam, Tariq A.; Fleuren, Lucas M.; Girbes, Armand R. J.; Hoogendoorn, Mark; Thoral, Patrick J.; Elbers, Paul W. G.; Bennis, Frank C.
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Performance of Noninvasive Airway Occlusion Maneuvers to Assess Lung Stress and Diaphragm Effort in Mechanically Ventilated Critically Ill Patients
err2022-12-15
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errde Vries, Heder J.; Tuinman, Pieter R.; Jonkman, Annemijn H.; Liu, Ling; Qiu, Haibo; Girbes, Armand R. J.; Zhang, YingRui; de Man, Angelique M. E.; de Grooth, Harm-Jan; Heunks, Leo
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Leveraging electronic health records for data science: common pitfalls and how to avoid them
err2022-12-01
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PREAI
errSauer, Christopher M.; Chen, Li-Ching; Hyland, Stephanie L.; Girbes, Armand; Elbers, Paul; Celi, Leo A.
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Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning
err2022-10-20
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errDam, 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.
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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
err2022-09-05
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errRoggeveen, Luca F.; Guo, Tingjie; Fleuren, Lucas M.; Driessen, Ronald; Thoral, Patrick; van Hest, Reinier M.; Mathot, Ron A. A.; Swart, Eleonora L.; de Grooth, Harm-Jan; van den Bogaard, Bas; Girbes, Armand R. J.; Bosman, Rob J.; Elbers, Paul W. G.
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Lung Ultrasound Signs to Diagnose and Discriminate Interstitial Syndromes in ICU Patients: A Diagnostic Accuracy Study in Two Cohorts*
err2022-07-21
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errHeldeweg, Micah L. A.; Smit, Marry R.; Kramer-Elliott, Shelley R.; Haaksma, Mark E.; Smit, Jasper M.; Hagens, Laura A.; Heijnen, Nanon F. L.; Jonkman, Annemijn H.; Paulus, Frederique; Schultz, Marcus J.; Girbes, Armand R. J.; Heunks, Leo M. A.; Bos, Lieuwe D. J.; Tuinman, Pieter R.
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