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Page 1
Predictors for extubation failure in COVID-19 patients using a machine learning approach.
Fleuren LM, Dam TA, Tonutti M, de Bruin DP, Lalisang RCA, Gommers D, Cremer OL, Bosman RJ, 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, 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, Arbous S, Vonk SJJ, Fornasa M, Machado T, Houwert T, Hovenkamp H, Noorduijn Londono R, Quintarelli D, Scholtemeijer MG, de Beer AA, Cinà G, Kantorik A, de Ruijter T, Herter WE, Beudel M, Girbes ARJ, Hoogendoorn M, Thoral PJ, Elbers PWG; Dutch ICU Data Sharing Against Covid-19 Collaborators. Fleuren LM, et al. Among authors: nooteboom fgca. Crit Care. 2021 Dec 27;25(1):448. doi: 10.1186/s13054-021-03864-3. Crit Care. 2021. PMID: 34961537 Free PMC article.
Predicting responders to prone positioning in mechanically ventilated patients with COVID-19 using machine learning.
Dam TA, Roggeveen LF, van Diggelen F, Fleuren LM, Jagesar AR, Otten M, de Vries HJ, Gommers D, Cremer OL, Bosman RJ, Rigter S, Wils EJ, Frenzel T, Dongelmans DA, 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, Arbous S, Vonk SJJ, Machado T, Herter WE, de Grooth HJ, Thoral PJ, Girbes ARJ, Hoogendoorn M, Elbers PWG; Dutch ICU Data Sharing Against COVID-19 Collaborators. Dam TA, et al. Among authors: nooteboom fgca. Ann Intensive Care. 2022 Oct 20;12(1):99. doi: 10.1186/s13613-022-01070-0. Ann Intensive Care. 2022. PMID: 36264358 Free PMC article.
Characteristics and outcome of COVID-19 patients admitted to the ICU: a nationwide cohort study on the comparison between the consecutive stages of the COVID-19 pandemic in the Netherlands, an update.
Termorshuizen F, Dongelmans DA, Brinkman S, Bakhshi-Raiez F, Arbous MS, de Lange DW, van Bussel BCT, de Keizer NF; Dutch COVID-19 Research Consortium. Termorshuizen F, et al. Ann Intensive Care. 2024 Jan 16;14(1):11. doi: 10.1186/s13613-023-01238-2. Ann Intensive Care. 2024. PMID: 38228972 Free PMC article.
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: nooteboom fgca. 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.
Dynamic prediction of mortality in COVID-19 patients in the intensive care unit: A retrospective multi-center cohort study.
Smit JM, Krijthe JH, Endeman H, Tintu AN, de Rijke YB, Gommers DAMPJ, Cremer OL, Bosman RJ, Rigter S, Wils EJ, Frenzel T, Dongelmans DA, 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 JA, Faber HJ, Karakus A, Entjes R, De Jong P, Rettig TCD, Arbous MS, Lalisang RCA, Tonutti M, De Bruin DP, Elbers PWG, Van Bommel J, Reinders MJT. Smit JM, et al. Among authors: nooteboom fgca. Intell Based Med. 2022;6:100071. doi: 10.1016/j.ibmed.2022.100071. Epub 2022 Aug 6. Intell Based Med. 2022. PMID: 35958674 Free PMC article.
Age Moderates the Effect of Obesity on Mortality Risk in Critically Ill Patients With COVID-19: A Nationwide Observational Cohort Study.
den Uil CA, Termorshuizen F, Rietdijk WJR, Sablerolles RSG, van der Kuy HPM, Haas LEM, van der Voort PHJ, de Lange DW, Pickkers P, de Keizer NF; Dutch COVID-19 Research Consortium. den Uil CA, et al. Crit Care Med. 2023 Apr 1;51(4):484-491. doi: 10.1097/CCM.0000000000005788. Epub 2023 Feb 10. Crit Care Med. 2023. PMID: 36762902 Free PMC article.
The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients.
Fleuren LM, Dam TA, Tonutti M, de Bruin DP, Lalisang RCA, Gommers D, Cremer OL, Bosman RJ, 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, 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, Arbous S, Vonk SJJ, Fornasa M, Machado T, Houwert T, Hovenkamp H, Noorduijn-Londono R, Quintarelli D, Scholtemeijer MG, de Beer AA, Cina G, Beudel M, Herter WE, Girbes ARJ, Hoogendoorn M, Thoral PJ, Elbers PWG. Fleuren LM, et al. Among authors: nooteboom fgca. Crit Care. 2021 Aug 23;25(1):304. doi: 10.1186/s13054-021-03733-z. Crit Care. 2021. PMID: 34425864 Free PMC article.
Characteristics and outcome of COVID-19 patients admitted to the ICU: a nationwide cohort study on the comparison between the first and the consecutive upsurges of the second wave of the COVID-19 pandemic in the Netherlands.
Dongelmans DA, Termorshuizen F, Brinkman S, Bakhshi-Raiez F, Arbous MS, de Lange DW, van Bussel BCT, de Keizer NF; Dutch COVID-19 Research Consortium. Dongelmans DA, et al. Ann Intensive Care. 2022 Jan 13;12(1):5. doi: 10.1186/s13613-021-00978-3. Ann Intensive Care. 2022. PMID: 35024981 Free PMC article.
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