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Page 1
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: peters maa. 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.
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: peters maa. 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: peters maa. 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.