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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.
Fleuren, Lucas M; Tonutti, Michele; de Bruin, Daan P; Lalisang, Robbert C A; Dam, Tariq A; Gommers, Diederik; Cremer, Olaf L; Bosman, Rob J; Vonk, Sebastiaan J J; Fornasa, Mattia; Machado, Tomas; van der Meer, Nardo J M; 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; Oostdijk, Evelien; Reidinga, Auke C; Festen-Spanjer, Barbara; Brunnekreef, Gert; Cornet, Alexander D; van den Tempel, Walter; Boelens, Age D; Koetsier, Peter; Lens, Judith; Achterberg, Sefanja; Faber, Harald J; Karakus, A; Beukema, Menno; Entjes, Robert; de Jong, Paul; Houwert, Taco; Hovenkamp, Hidde; Noorduijn Londono, Roberto; Quintarelli, Davide; Scholtemeijer, Martijn G; de Beer, Aletta A.
Afiliação
  • 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.
Intensive Care Med Exp ; 9(1): 32, 2021 Jun 28.
Article em En | MEDLINE | ID: mdl-34180025
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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 1_ASSA2030 Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Intensive Care Med Exp Ano de publicação: 2021 Tipo de documento: Article
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 1_ASSA2030 Base de dados: MEDLINE Tipo de estudo: Clinical_trials / Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Intensive Care Med Exp Ano de publicação: 2021 Tipo de documento: Article