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Differences and Similarities Among COVID-19 Patients Treated in Seven ICUs in Three Countries Within One Region: An Observational Cohort Study.
Mesotten D, Meijs DAM, van Bussel BCT, Stessel B, Mehagnoul-Schipper J, Hana A, Scheeren CIE, Strauch U, van de Poll MCG, Ghossein-Doha C, Buhre WFFA, Bickenbach J, Vander Laenen M, Marx G, van der Horst ICC; COVID Data Platform (CoDaP) Investigators. Mesotten D, et al. Among authors: hana a. Crit Care Med. 2022 Apr 1;50(4):595-606. doi: 10.1097/CCM.0000000000005314. Crit Care Med. 2022. PMID: 34636804 Free PMC article.
The "sex gap" in COVID-19 trials: a scoping review.
Schiffer VMMM, Janssen EBNJ, van Bussel BCT, Jorissen LLM, Tas J, Sels JEM, Bergmans DCJJ, Dinh THT, van Kuijk SMJ, Hana A, Mehagnoul-Schipper J, Scheeren CIE, Mesotten D, Stessel B, Marx G, Hof AWJVT, Spaanderman MEA, van Mook WNKA, van der Horst ICC, Ghossein-Doha C. Schiffer VMMM, et al. Among authors: hana a. EClinicalMedicine. 2020 Dec;29:100652. doi: 10.1016/j.eclinm.2020.100652. Epub 2020 Nov 30. EClinicalMedicine. 2020. PMID: 33283178 Free PMC article.
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. Crit Care. 2021 Dec 27;25(1):448. doi: 10.1186/s13054-021-03864-3. Crit Care. 2021. PMID: 34961537 Free PMC article.
Better COVID-19 Intensive Care Unit survival in females, independent of age, disease severity, comorbidities, and treatment.
Meijs DAM, van Bussel BCT, Stessel B, Mehagnoul-Schipper J, Hana A, Scheeren CIE, Peters SAE, van Mook WNKA, van der Horst ICC, Marx G, Mesotten D, Ghossein-Doha C; CoDaP investigators. Meijs DAM, et al. Among authors: hana a. Sci Rep. 2022 Jan 14;12(1):734. doi: 10.1038/s41598-021-04531-x. Sci Rep. 2022. PMID: 35031644 Free PMC article.
Predicting COVID-19 prognosis in the ICU remained challenging: external validation in a multinational regional cohort.
Meijs DAM, van Kuijk SMJ, Wynants L, Stessel B, Mehagnoul-Schipper J, Hana A, Scheeren CIE, Bergmans DCJJ, Bickenbach J, Vander Laenen M, Smits LJM, van der Horst ICC, Marx G, Mesotten D, van Bussel BCT; CoDaP Investigators. Meijs DAM, et al. Among authors: hana a. J Clin Epidemiol. 2022 Dec;152:257-268. doi: 10.1016/j.jclinepi.2022.10.015. Epub 2022 Oct 27. J Clin Epidemiol. 2022. PMID: 36309146 Free PMC article.
Boosting the accuracy of existing models by updating and extending: using a multicenter COVID-19 ICU cohort as a proxy.
Meijs DAM, Wynants L, van Kuijk SMJ, Scheeren CIE, Hana A, Mehagnoul-Schipper J, Stessel B, Vander Laenen M, Cox EGM, Sels JEM, Smits LJM, Bickenbach J, Mesotten D, van der Horst ICC, Marx G, van Bussel BCT; CoDaP Investigators. Meijs DAM, et al. Among authors: hana a. Sci Rep. 2024 Nov 1;14(1):26344. doi: 10.1038/s41598-024-70333-6. Sci Rep. 2024. PMID: 39487145 Free PMC article.
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. 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.
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. 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.
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