Impact of a Machine Learning-Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices.

Autor: Herter WE; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.; Pacmed, Amsterdam, Netherlands., Khuc J; Pacmed, Amsterdam, Netherlands., Cinà G; Pacmed, Amsterdam, Netherlands., Knottnerus BJ; Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands., Numans ME; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands., Wiewel MA; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands.; Pacmed, Amsterdam, Netherlands., Bonten TN; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands., de Bruin DP; Pacmed, Amsterdam, Netherlands., van Esch T; Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands., Chavannes NH; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, Netherlands., Verheij RA; Nivel Netherlands Institute for Health Services Research, Utrecht, Netherlands.

Publikováno v: JMIR medical informatics [JMIR Med Inform] 2022 May 04; Vol. 10 (5), pp. e27795. Date of Electronic Publication: 2022 May 04.

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).

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

Autor: Fleuren LM; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands. l.fleuren@amsterdamumc.nl., Dam TA; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Tonutti M; Pacmed, Amsterdam, The Netherlands., de Bruin DP; Pacmed, Amsterdam, The Netherlands., Lalisang RCA; Pacmed, 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 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, 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, Admiraal De Ruyter Ziekenhuis, Goes, The Netherlands., de Jong P; Department of Anesthesia and Intensive Care, Slingeland Ziekenhuis, Doetinchem, The Netherlands., Rettig TCD; Department of Intensive Care, Amphia Ziekenhuis, Breda, The Netherlands., Arbous S; Department of Intensive Care, LUMC, Leiden, The Netherlands., Vonk SJJ; Pacmed, Amsterdam, The Netherlands., Fornasa M; Pacmed, Amsterdam, The Netherlands., Machado T; Pacmed, Amsterdam, 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., Cina G; Pacmed, Amsterdam, The Netherlands., Beudel M; Department of Neurology, Amsterdam UMC, Universiteit van Amsterdam, Amsterdam, The Netherlands., Herter WE; Pacmed, Amsterdam, The Netherlands., Girbes ARJ; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Hoogendoorn M; Quantitative Data Analytics Group, Department of Computer Science, Faculty of Science, Vrjie Universiteit, Amsterdam, The Netherlands., Thoral PJ; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Elbers PWG; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.

Publikováno v: Critical care (London, England) [Crit Care] 2021 Aug 23; Vol. 25 (1), pp. 304. Date of Electronic Publication: 2021 Aug 23.

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

Autor: Fleuren LM; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands. l.fleuren@amsterdamumc.nl., de Bruin DP; Pacmed, Amsterdam, The Netherlands., Tonutti M; Pacmed, Amsterdam, The Netherlands., Lalisang RCA; Pacmed, Amsterdam, The Netherlands., Elbers PWG; Laboratory for Critical Care Computational Intelligence, Department of Intensive Care Medicine, Amsterdam Medical Data Science, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.

Publikováno v: Intensive care medicine [Intensive Care Med] 2021 Apr; Vol. 47 (4), pp. 478-481. Date of Electronic Publication: 2021 Feb 17.