INCIDENCE, RISK FACTORS, AND OUTCOME OF SUSPECTED CENTRAL VENOUS CATHETER-RELATED INFECTIONS IN CRITICALLY ILL COVID-19 PATIENTS: A MULTICENTER RETROSPECTIVE COHORT STUDY.

Autor: Smit JM, Exterkate L; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., van Tienhoven AJ; ICU, OLVG, Amsterdam, the Netherlands., Haaksma ME, Heldeweg MLA, Fleuren L; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., Thoral P; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., Dam TA; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., Heunks LMA; Department of Intensive Care, Erasmus Medical Center, Rotterdam, the Netherlands., Gommers D; Department of Intensive Care, Erasmus Medical Center, Rotterdam, the Netherlands., Cremer OL; Intensive Care, UMC Utrecht, Utrecht, the Netherlands., Bosman RJ; ICU, OLVG, Amsterdam, the Netherlands., Rigter S; Department of Anesthesiology and Intensive Care, St Antonius Hospital, Nieuwegein, the Netherlands., Wils EJ; Department of Intensive Care, Franciscus Gasthuis and Vlietland, Rotterdam, the Netherlands., Frenzel T; Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, the Netherlands., Vlaar AP; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, the Netherlands., Dongelmans DA; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, the Netherlands., de Jong R; Intensive Care, Bovenij Ziekenhuis, Amsterdam, the Netherlands., Peters M; Intensive Care, Canisius Wilhelmina Ziekenhuis, Nijmegen, the Netherlands., Kamps MJA; Intensive Care, Catharina Ziekenhuis Eindhoven, Eindhoven, the Netherlands., Ramnarain D; Department of Intensive Care, ETZ Tilburg, Tilburg, the Netherlands., Nowitzky R; Intensive Care, HagaZiekenhuis, Den Haag, the Netherlands., Nooteboom FGCA; Intensive Care, Laurentius Ziekenhuis, Roermond, the Netherlands., de Ruijter W; Department of Intensive Care Medicine, Northwest Clinics, Alkmaar, the Netherlands., Urlings-Strop LC; Intensive Care, Reinier de Graaf Gasthuis, Delft, the Netherlands., Smit EGM; Intensive Care, Spaarne Gasthuis, Haarlem en Hoofddorp, the Netherlands., Mehagnoul-Schipper DJ; Intensive Care, VieCuri Medisch Centrum, Venlo, the Netherlands., Dormans T; Intensive care, Zuyderland MC, Heerlen, the Netherlands., de Jager CPC; Department of Intensive Care, Jeroen Bosch Ziekenhuis, Den Bosch, the Netherlands., Hendriks SHA; Intensive Care, Albert Schweitzerziekenhuis, Dordrecht, the Netherlands., Achterberg S; ICU, Haaglanden Medisch Centrum, Den Haag, the Netherlands., Oostdijk E; ICU, Maasstad Ziekenhuis Rotterdam, Rotterdam, the Netherlands., Reidinga AC; ICU, SEH, BWC, Martiniziekenhuis, Groningen, the Netherlands., Festen-Spanjer B; Intensive Care, Ziekenhuis Gelderse Vallei, Ede, the Netherlands., Brunnekreef GB; Department of Intensive Care, Ziekenhuisgroep Twente, Almelo, the Netherlands., Cornet AD; Department of Intensive Care, Medisch Spectrum Twente, Enschede, the Netherlands., van den Tempel W; Department of Intensive Care, Ikazia Ziekenhuis Rotterdam, Rotterdam, the Netherlands., Boelens AD; Anesthesiology, Antonius Ziekenhuis Sneek, Sneek, the Netherlands., Koetsier P; Intensive Care, Medisch Centrum Leeuwarden, Leeuwarden, the Netherlands., Lens J; ICU, IJsselland Ziekenhuis, Capelle aan den IJssel, the Netherlands., Faber HJ; ICU, WZA, Assen, the Netherlands., Karakus A; Department of Intensive Care, Diakonessenhuis Hospital, Utrecht, the Netherlands., Entjes R; Department of Intensive Care, Adrz, Goes, the Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, the Netherlands., Rettig TCD; Department of Anesthesiology, Intensive Care and Pain Medicine, Amphia Ziekenhuis, Breda, the Netherlands., Arbous S; Department of Intensive Care, LUMC, Leiden, the Netherlands., Vonk B; Pacmed, Amsterdam, the Netherlands., Machado T; Pacmed, Amsterdam, the Netherlands., Girbes ARJ; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., Sieswerda E; Department of Medical Microbiology, University Medical Centre Utrecht, University of Utrecht, Utrecht, the Netherlands., Elbers PWG; Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Medical Data Science (AMDS), Amsterdam Institute for Infection and Immunity (AII) and Amsterdam Cardiovascular Sciences (ACS), Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands., Tuinman PR

Publikováno v: Shock (Augusta, Ga.) [Shock] 2022 Nov 01; Vol. 58 (5), pp. 358-365. Date of Electronic Publication: 2022 Sep 08.

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

Autor: Dam TA; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands. t.dam@amsterdamumc.nl., Roggeveen LF; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., van Diggelen F; Quantitative Data Analytics Group, Department of Computer Science, Faculty of Science, VU University, Amsterdam, The Netherlands., Fleuren LM; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Jagesar AR; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Otten M; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., de Vries HJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Gommers D; Department of Intensive Care, Erasmus Medical Center, Rotterdam, The Netherlands., Cremer OL; Intensive Care, UMC Utrecht, Utrecht, The Netherlands., Bosman RJ; ICU, OLVG, Amsterdam, The Netherlands., Rigter S; Department of Anesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands., Wils EJ; Department of Intensive Care, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands., Frenzel T; Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands., Dongelmans DA; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands., de Jong R; Intensive Care, Bovenij Ziekenhuis, Amsterdam, The Netherlands., Peters MAA; Intensive Care, Canisius Wilhelmina Ziekenhuis, Nijmegen, The Netherlands., Kamps MJA; Intensive Care, Catharina Ziekenhuis Eindhoven, Eindhoven, The Netherlands., Ramnarain D; Department of Intensive Care, ETZ Tilburg, Tilburg, The Netherlands., Nowitzky R; Intensive Care, HagaZiekenhuis, Den Haag, The Netherlands., Nooteboom FGCA; Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands., de Ruijter W; Department of Intensive Care Medicine, Northwest Clinics, Alkmaar, The Netherlands., Urlings-Strop LC; Intensive Care, Reinier de Graaf Gasthuis, Delft, The Netherlands., Smit EGM; Intensive Care, Spaarne Gasthuis, Haarlem en Hoofddorp, The Netherlands., Mehagnoul-Schipper DJ; Intensive Care, VieCuri Medisch Centrum, Venlo, The Netherlands., Dormans T; Intensive Care, Zuyderland MC, Heerlen, The Netherlands., de Jager CPC; Department of Intensive Care, Jeroen Bosch Ziekenhuis, Den Bosch, The Netherlands., Hendriks SHA; Intensive Care, Albert Schweitzerziekenhuis, Dordrecht, The Netherlands., Achterberg S; ICU, Haaglanden Medisch Centrum, Den Haag, The Netherlands., Oostdijk E; ICU, Maasstad Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Reidinga AC; ICU, SEH, BWC, Martiniziekenhuis, Groningen, The Netherlands., Festen-Spanjer B; Intensive Care, Ziekenhuis Gelderse Vallei, Ede, The Netherlands., Brunnekreef GB; Department of Intensive Care, Ziekenhuisgroep Twente, Almelo, The Netherlands., Cornet AD; Department of Intensive Care, Medisch Spectrum Twente, Enschede, The Netherlands., van den Tempel W; Department of Intensive Care, Ikazia Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Boelens AD; Antonius Ziekenhuis Sneek, Sneek, The Netherlands., Koetsier P; Intensive Care, Medisch Centrum Leeuwarden, Leeuwarden, The Netherlands., Lens J; ICU, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands., Faber HJ; ICU, WZA, Assen, The Netherlands., Karakus A; Department of Intensive Care, Diakonessenhuis Hospital, Utrecht, The Netherlands., Entjes R; Department of Intensive Care, Adrz, Goes, The Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, The Netherlands., Rettig TCD; Department of Anesthesiology, Intensive Care and Pain Medicine, Amphia Ziekenhuis, Breda, The Netherlands., Arbous S; LUMC, Leiden, The Netherlands., Vonk SJJ; Pacmed, Amsterdam, The Netherlands., Machado T; Pacmed, Amsterdam, The Netherlands., Herter WE; Pacmed, Amsterdam, The Netherlands., de Grooth HJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Thoral PJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Girbes ARJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Hoogendoorn M; Quantitative Data Analytics Group, Department of Computer Science, Faculty of Science, VU University, Amsterdam, The Netherlands., Elbers PWG; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.

Publikováno v: Annals of intensive care [Ann Intensive Care] 2022 Oct 20; Vol. 12 (1), pp. 99. Date of Electronic Publication: 2022 Oct 20.

Rapid Evaluation of Coronavirus Illness Severity (RECOILS) in intensive care: Development and validation of a prognostic tool for in-hospital mortality.

Autor: Plečko D; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands.; Department of Mathematics, Seminar for Statistics, ETH Zürich, Zurich, Switzerland., Bennett N; Department of Mathematics, Seminar for Statistics, ETH Zürich, Zurich, Switzerland., Mårtensson J; Department of Physiology and Pharmacology, Section of Anaesthesia and Intensive Care, Karolinska Institutet, Stockholm, Sweden.; Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden., Dam TA; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Entjes R; Department of Intensive Care, Admiraal De Ruyter Ziekenhuis, Goes, The Netherlands., Rettig TCD; Department of Intensive Care, Amphia Ziekenhuis, Breda, The Netherlands., Dongelmans DA; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Boelens AD; Antonius Ziekenhuis Sneek, Sneek, The Netherlands., Rigter S; Department of Anesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands., Hendriks SHA; Intensive Care, Albert Schweitzerziekenhuis, Dordrecht, The Netherlands., de Jong R; Intensive Care, Bovenij Ziekenhuis, Amsterdam, The Netherlands., Kamps MJA; Intensive Care, Catharina Ziekenhuis Eindhoven, Eindhoven, The Netherlands., Peters M; Intensive Care, Canisius Wilhelmina Ziekenhuis, Nijmegen, The Netherlands., Karakus A; Department of Intensive Care, Diakonessenhuis Hospital, Utrecht, The Netherlands., Gommers D; Department of Intensive Care, Erasmus Medical Center, Rotterdam, The Netherlands., Ramnarain D; Intensive Care, ETZ Tilburg, Tilburg, The Netherlands., Wils EJ; Department of Intensive Care, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands., Achterberg S; ICU, Haaglanden Medisch Centrum, Den Haag, The Netherlands., Nowitzky R; Intensive Care, HagaZiekenhuis, Den Haag, The Netherlands., van den Tempel W; Department of Intensive Care, Ikazia Ziekenhuis Rotterdam, Rotterdam, The Netherlands., de Jager CPC; Department of Intensive Care, Jeroen Bosch Ziekenhuis, Den Bosch, The Netherlands., Nooteboom FGCA; Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands., Oostdijk E; ICU, Maasstad Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Koetsier P; Intensive Care, Medisch Centrum Leeuwarden, Leeuwarden, The Netherlands., Cornet AD; Department of Intensive Care, Medisch Spectrum Twente, Enschede, The Netherlands., Reidinga AC; ICU, SEH, BWC, Martiniziekenhuis, Groningen, The Netherlands., de Ruijter W; Department of Intensive Care Medicine, Northwest Clinics, Alkmaar, The Netherlands., Bosman RJ; ICU, OLVG, Amsterdam, The Netherlands., Frenzel T; Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands., Urlings-Strop LC; Intensive Care, Reinier de Graaf Gasthuis, Delft, The Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, The Netherlands., Smit EGM; Intensive Care, Spaarne Gasthuis, Haarlem en Hoofddorp, The Netherlands., Cremer OL; Intensive Care, UMC Utrecht, Utrecht, The Netherlands., Mehagnoul-Schipper DJ; Intensive Care, VieCuri Medisch Centrum, Venlo, The Netherlands., Faber HJ; ICU, WZA, Assen, The Netherlands., Lens J; ICU, ICU, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands., Brunnekreef GB; Department of Intensive Care, Ziekenhuisgroep Twente, Almelo, The Netherlands., Festen-Spanjer B; Intensive Care, Ziekenhuis Gelderse Vallei, Ede, The Netherlands., Dormans T; Intensive care, Zuyderland MC, Heerlen, The Netherlands., de Bruin DP; Pacmed, Amsterdam, Amsterdam, The Netherlands., Lalisang RCA; Pacmed, Amsterdam, Amsterdam, The Netherlands., Vonk SJJ; Pacmed, Amsterdam, Amsterdam, The Netherlands., Haan ME; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Fleuren LM; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Thoral PJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Elbers PWG; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Bellomo R; Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventative Medicine, Monash University, Melbourne, Australia.; Department of Critical Care, The University of Melbourne, Melbourne, Australia.; Data Analytics Research and Evaluation Centre, Department of Medicine and Radiology, The University of Melbourne.; Austin Hospital, Melbourne, Australia.

Publikováno v: Acta anaesthesiologica Scandinavica [Acta Anaesthesiol Scand] 2022 Jan; Vol. 66 (1), pp. 65-75. Date of Electronic Publication: 2021 Oct 15.

Some Patients Are More Equal Than Others: Variation in Ventilator Settings for Coronavirus Disease 2019 Acute Respiratory Distress Syndrome.

Autor: Dam TA; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., de Grooth HJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Klausch T; Department of Clinical Epidemiology, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Fleuren LM; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., de Bruin DP; Pacmed, Amsterdam, The Netherlands., Entjes R; Department of Intensive Care, Admiraal De Ruyter Ziekenhuis, Goes, The Netherlands., Rettig TCD; Department of Intensive Care, Amphia Ziekenhuis, Breda, The Netherlands., Dongelmans DA; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Amsterdam, The Netherlands., Boelens AD; Department of Anesthesiology, Antonius Ziekenhuis Sneek, Sneek, The Netherlands., Rigter S; Department of Anesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands., Hendriks SHA; Department of Intensive Care, Albert Schweitzerziekenhuis, Dordrecht, The Netherlands., de Jong R; Department of Intensive Care, Bovenij Ziekenhuis, Amsterdam, The Netherlands., Kamps MJA; Department of Intensive Care, Catharina Ziekenhuis Eindhoven, Eindhoven, The Netherlands., Peters M; Department of Intensive Care, Canisius Wilhelmina Ziekenhuis, Nijmegen, The Netherlands., Karakus A; Department of Intensive Care, Diakonessenhuis Hospital, Utrecht, The Netherlands., Gommers D; Department of Intensive Care, Erasmus Medical Center, Rotterdam, The Netherlands., Ramnarain D; Department of Intensive Care, ETZ Tilburg, Tilburg, The Netherlands., Wils EJ; Department of Intensive Care, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands., Achterberg S; Department of Intensive Care, Haaglanden Medisch Centrum, Den Haag, The Netherlands., Nowitzky R; Department of Intensive Care, HagaZiekenhuis, Den Haag, The Netherlands., van den Tempel W; Department of Intensive Care, Ikazia Ziekenhuis Rotterdam, Rotterdam, The Netherlands., de Jager CPC; Department of Intensive Care, Jeroen Bosch Ziekenhuis, Den Bosch, The Netherlands., Nooteboom FGCA; Department of Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands., Oostdijk E; Department of Intensive Care, Maasstad Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Koetsier P; Department of Intensive Care, Medisch Centrum Leeuwarden, Leeuwarden, The Netherlands., Cornet AD; Department of Intensive Care, Medisch Spectrum Twente, Enschede, The Netherlands., Reidinga AC; Department of Intensive Care, SEH, BWC, Martiniziekenhuis, Groningen, The Netherlands., de Ruijter W; Department of Intensive Care Medicine, Northwest Clinics, Alkmaar, The Netherlands., Bosman RJ; Department of Intensive Care, OLVG, Amsterdam, The Netherlands., Frenzel T; Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands., Urlings-Strop LC; Department of Intensive Care, Reinier de Graaf Gasthuis, Delft, The Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, The Netherlands., Smit EGM; Department of Intensive Care, Spaarne Gasthuis, Haarlem en Hoofddorp, The Netherlands., Cremer OL; Department of Intensive Care, UMC Utrecht, Utrecht, The Netherlands., Mehagnoul-Schipper DJ; Department of Intensive Care, VieCuri Medisch Centrum, Venlo, The Netherlands., Faber HJ; Department of Intensive Care, WZA, Assen, The Netherlands., Lens J; Department of Intensive Care, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands., Brunnekreef GB; Department of Intensive Care, Ziekenhuisgroep Twente, Almelo, The Netherlands., Festen-Spanjer B; Department of Intensive Care, Ziekenhuis Gelderse Vallei, Ede, The Netherlands., Dormans T; Department of Intensive Care, Zuyderland MC, Heerlen, The Netherlands., Dijkstra A; Department of Intensive Care Medicine, Het Van Weel-Bethesda Ziekenhuis, Dirksland, The Netherlands., Simons B; Department of Intensive Care, Bravis Ziekenhuis, Bergen op Zoom en Roosendaal, The Netherlands., Rijkeboer AA; Department of Intensive Care, Flevoziekenhuis, Almere, The Netherlands., Arbous S; Department of Intensive Care, LUMC, Leiden, The Netherlands., Aries M; Department of Intensive Care, MUMC+, University Maastricht, Maastricht, The Netherlands., Beukema M; Department of Intensive Care, Streekziekenhuis Koningin Beatrix, Winterswijk, The Netherlands., Pretorius D; Department of Intensive Care Medicine, Hospital St Jansdal, Harderwijk, The Netherlands., van Raalte R; Department of Intensive Care, Tergooi Hospital, Hilversum, The Netherlands., van Tellingen M; Department of Intensive Care Medicine, afdeling Intensive Care, ziekenhuis Tjongerschans, Heerenveen, The Netherlands., Gritters van den Oever NC; Department of Intensive Care, Treant Zorggroep, Emmen, The Netherlands., Lalisang RCA; Pacmed, Amsterdam, The Netherlands., Tonutti M; Pacmed, Amsterdam, The Netherlands., Girbes ARJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Hoogendoorn M; Department of Computer Science, Quantitative Data Analytics Group, Department of Computer Science, Faculty of Science, VU University, Amsterdam, The Netherlands., Thoral PJ; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Elbers PWG; Department of Intensive Care Medicine, Laboratory for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.

Publikováno v: Critical care explorations [Crit Care Explor] 2021 Oct 14; Vol. 3 (10), pp. e0555. Date of Electronic Publication: 2021 Oct 14 (Print Publication: 2021).

Risk factors for adverse outcomes during mechanical ventilation of 1152 COVID-19 patients: a multicenter machine learning study with highly granular data from the Dutch Data Warehouse.

Autor: Fleuren LM; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands. l.fleuren@amsterdamumc.nl., Tonutti M; Pacmed, Amsterdam, The Netherlands., de Bruin DP; Pacmed, Amsterdam, The Netherlands., Lalisang RCA; Pacmed, Amsterdam, The Netherlands., Dam TA; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands., Gommers D; Department of Intensive Care, Erasmus Medical Center, Rotterdam, The Netherlands., Cremer OL; Intensive Care, UMC Utrecht, Utrecht, The Netherlands., Bosman RJ; ICU, OLVG, Amsterdam, The Netherlands., Vonk SJJ; Pacmed, Amsterdam, The Netherlands., Fornasa M; Pacmed, Amsterdam, The Netherlands., Machado T; Pacmed, Amsterdam, The Netherlands., van der Meer NJM; Intensive Care, Amphia Ziekenhuis, Breda en Oosterhout, The Netherlands., Rigter S; Department of Anesthesiology and Intensive Care, St. Antonius Hospital, Nieuwegein, The Netherlands., Wils EJ; Department of Intensive Care, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands., Frenzel T; Department of Intensive Care Medicine, Radboud University Medical Center, Nijmegen, The Netherlands., Dongelmans DA; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands., de Jong R; Intensive Care, Bovenij Ziekenhuis, Amsterdam, The Netherlands., Peters M; Intensive Care, Canisius Wilhelmina Ziekenhuis, Nijmegen, The Netherlands., Kamps MJA; Intensive Care, Catharina Ziekenhuis Eindhoven, Eindhoven, The Netherlands., Ramnarain D; Intensive Care, ETZ Tilburg, Tilburg, The Netherlands., Nowitzky R; Intensive Care, Haga Ziekenhuis, Den Haag, The Netherlands., Nooteboom FGCA; Intensive Care, Laurentius Ziekenhuis, Roermond, The Netherlands., de Ruijter W; Intensive Care, Noordwest Ziekenhuisgroep, Alkmaar, Netherlands., Urlings-Strop LC; Intensive Care, Reinier de Graaf Gasthuis, Delft, The Netherlands., Smit EGM; Intensive Care, Spaarne Gasthuis, Haarlem en Hoofddorp, The Netherlands., Mehagnoul-Schipper DJ; Intensive Care, VieCuri Medisch Centrum, Venlo, The Netherlands., Dormans T; Intensive Care, Zuyderland MC, Heerlen, The Netherlands., de Jager CPC; Department of Intensive Care, Jeroen Bosch Ziekenhuis, Den Bosch, The Netherlands., Hendriks SHA; Intensive Care, Albert Schweitzerziekenhuis, Dordrecht, The Netherlands., Oostdijk E; ICU, Maasstad Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Reidinga AC; ICU, SEH, BWC, Martiniziekenhuis, Groningen, The Netherlands., Festen-Spanjer B; Intensive Care, Ziekenhuis Gelderse Vallei, Ede, The Netherlands., Brunnekreef G; Department of Intensive Care, Ziekenhuisgroep Twente, Almelo, The Netherlands., Cornet AD; Department of Intensive Care, Medisch Spectrum Twente, Enschede, The Netherlands., van den Tempel W; Department of Intensive Care, Ikazia Ziekenhuis Rotterdam, Rotterdam, The Netherlands., Boelens AD; Anesthesiology, Antonius Ziekenhuis Sneek, Sneek, The Netherlands., Koetsier P; Intensive Care, Medisch Centrum Leeuwarden, Leeuwarden, The Netherlands., Lens J; ICU, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands., Achterberg S; ICU, Haaglanden Medisch Centrum, Den Haag, The Netherlands., Faber HJ; ICU, WZA, Assen, The Netherlands., Karakus A; Department of Intensive Care, Diakonessenhuis Hospital, Utrecht, The Netherlands., Beukema M; Department of Intensive Care, Streekziekenhuis Koningin Beatrix, Winterswijk, The Netherlands., Entjes R; Department of Intensive Care, Admiraal De Ruyter Ziekenhuis, Goes, The Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, The Netherlands., Houwert T; Pacmed, Amsterdam, The Netherlands., Hovenkamp H; Pacmed, Amsterdam, The Netherlands., Noorduijn Londono R; Pacmed, Amsterdam, The Netherlands., Quintarelli D; Pacmed, Amsterdam, The Netherlands., Scholtemeijer MG; Pacmed, Amsterdam, The Netherlands., de Beer AA; Pacmed, Amsterdam, The Netherlands., Cinà G; Pacmed, Amsterdam, The Netherlands., Beudel M; Department of Neurology, Amsterdam UMC, Universiteit Van Amsterdam, Amsterdam, The Netherlands., de Keizer NF; Department of Clinical Informatics, Amsterdam UMC, Amsterdam, The Netherlands., Hoogendoorn M; Quantitative Data Analytics Group, Department of Computer Science, Faculty of Science, VU University, Amsterdam, The Netherlands., Girbes ARJ; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands., Herter WE; Pacmed, Amsterdam, The Netherlands., Elbers PWG; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands., Thoral PJ; Department of Intensive Care Medicine, Amsterdam UMC, Amsterdam, The Netherlands.

Publikováno v: Intensive care medicine experimental [Intensive Care Med Exp] 2021 Jun 28; Vol. 9 (1), pp. 32. Date of Electronic Publication: 2021 Jun 28.