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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 LM, Tonutti M, de Bruin DP, Lalisang RCA, Dam TA, Gommers D, Cremer OL, Bosman RJ, Vonk SJJ, Fornasa M, Machado T, van der Meer NJM, Rigter S, Wils EJ, Frenzel T, Dongelmans DA, de Jong R, Peters M, Kamps MJA, Ramnarain D, Nowitzky R, Nooteboom FGCA, de Ruijter W, Urlings-Strop LC, Smit EGM, Mehagnoul-Schipper DJ, Dormans T, de Jager CPC, Hendriks SHA, Oostdijk E, Reidinga AC, Festen-Spanjer B, Brunnekreef G, Cornet AD, van den Tempel W, Boelens AD, Koetsier P, Lens J, Achterberg S, Faber HJ, Karakus A, Beukema M, Entjes R, de Jong P, Houwert T, Hovenkamp H, Noorduijn Londono R, Quintarelli D, Scholtemeijer MG, de Beer AA, Cinà G, Beudel M, de Keizer NF, Hoogendoorn M, Girbes ARJ, Herter WE, Elbers PWG, Thoral PJ; Dutch ICU Data Sharing Against COVID-19 Collaborators. Fleuren LM, et al. Among authors: elbers pwg. Intensive Care Med Exp. 2021 Jun 28;9(1):32. doi: 10.1186/s40635-021-00397-5. Intensive Care Med Exp. 2021. PMID: 34180025 Free PMC article.
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands.
Vagliano I, Brinkman S, Abu-Hanna A, Arbous MS, Dongelmans DA, Elbers PWG, de Lange DW, van der Schaar M, de Keizer NF, Schut MC; Dutch COVID-19 Research Consortium. Vagliano I, et al. Among authors: elbers pwg. Int J Med Inform. 2022 Apr;160:104688. doi: 10.1016/j.ijmedinf.2022.104688. Epub 2022 Jan 22. Int J Med Inform. 2022. PMID: 35114522 Free PMC article.
Clinical and organizational factors associated with mortality during the peak of first COVID-19 wave: the global UNITE-COVID study.
Greco M, De Corte T, Ercole A, Antonelli M, Azoulay E, Citerio G, Morris AC, De Pascale G, Duska F, Elbers P, Einav S, Forni L, Galarza L, Girbes ARJ, Grasselli G, Gusarov V, Jubb A, Kesecioglu J, Lavinio A, Delgado MCM, Mellinghoff J, Myatra SN, Ostermann M, Pellegrini M, Povoa P, Schaller SJ, Teboul JL, Wong A, De Waele JJ, Cecconi M; ESICM UNITE-COVID investigators. Greco M, et al. Among authors: elbers p. Intensive Care Med. 2022 Jun;48(6):690-705. doi: 10.1007/s00134-022-06705-1. Epub 2022 May 21. Intensive Care Med. 2022. PMID: 35596752 Free PMC article.
Correction to: Clinical and organizational factors associated with mortality during the peak of first COVID-19 wave: the global UNITE-COVID study.
Greco M, De Corte T, Ercole A, Antonelli M, Azoulay E, Citerio G, Morris AC, De Pascale G, Duska F, Elbers P, Einav S, Forni L, Galarza L, Girbes ARJ, Grasselli G, Gusarov V, Jubb A, Kesecioglu J, Lavinio A, Delgado MCM, Mellinghoff J, Myatra SN, Ostermann M, Pellegrini M, Povoa P, Schaller SJ, Teboul JL, Wong A, De Waele JJ, Cecconi M; ESICM UNITE-COVID investigators. Greco M, et al. Among authors: elbers p. Intensive Care Med. 2022 Aug;48(8):1130-1131. doi: 10.1007/s00134-022-06801-2. Intensive Care Med. 2022. PMID: 35796813 Free PMC article. No abstract available.
Co-infection and ICU-acquired infection in COIVD-19 ICU patients: a secondary analysis of the UNITE-COVID data set.
Conway Morris A, Kohler K, De Corte T, Ercole A, De Grooth HJ, Elbers PWG, Povoa P, Morais R, Koulenti D, Jog S, Nielsen N, Jubb A, Cecconi M, De Waele J; ESICM UNITE COVID investigators. Conway Morris A, et al. Among authors: elbers pwg. Crit Care. 2022 Aug 3;26(1):236. doi: 10.1186/s13054-022-04108-8. Crit Care. 2022. PMID: 35922860 Free PMC article.
Correction: Co-infection and ICU-acquired infection in COVID-19 ICU patients: a secondary analysis of the UNITE-COVID data set.
Conway Morris A, Kohler K, De Corte T, Ercole A, De Grooth HJ, Elbers PWG, Povoa P, Morais R, Koulenti D, Jog S, Nielsen N, Jubb A, Cecconi M, De Waele J; ESICM UNITE COVID investigators. Conway Morris A, et al. Among authors: elbers pwg. Crit Care. 2022 Aug 17;26(1):249. doi: 10.1186/s13054-022-04124-8. Crit Care. 2022. PMID: 35978317 Free PMC article. No abstract available.
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records.
Vagliano I, Schut MC, Abu-Hanna A, Dongelmans DA, de Lange DW, Gommers D, Cremer OL, Bosman RJ, Rigter S, Wils EJ, Frenzel T, de Jong R, Peters MAA, Kamps MJA, Ramnarain D, Nowitzky R, Nooteboom FGCA, de Ruijter W, Urlings-Strop LC, Smit EGM, Mehagnoul-Schipper DJ, Dormans T, de Jager CPC, Hendriks SHA, Achterberg S, Oostdijk E, Reidinga AC, Festen-Spanjer B, Brunnekreef GB, Cornet AD, van den Tempel W, Boelens AD, Koetsier P, Lens J, Faber HJ, Karakus A, Entjes R, de Jong P, Rettig TCD, Reuland MC, Arbous S, Fleuren LM, Dam TA, Thoral PJ, Lalisang RCA, Tonutti M, de Bruin DP, Elbers PWG, de Keizer NF; Dutch COVID-19 Research Consortium, the Dutch ICU Data Sharing Against COVID-19 Collaborators. Vagliano I, et al. Among authors: elbers pwg. Int J Med Inform. 2022 Nov;167:104863. doi: 10.1016/j.ijmedinf.2022.104863. Epub 2022 Sep 22. Int J Med Inform. 2022. PMID: 36162166 Free PMC article.
217 results