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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: fleuren lm. 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.
Evolution of Clinical Phenotypes of COVID-19 Patients During Intensive Care Treatment: An Unsupervised Machine Learning Analysis.
Siepel S, Dam TA, Fleuren LM, Girbes ARJ, Hoogendoorn M, Thoral PJ, Elbers PWG, Bennis FC; Dutch ICU Data Sharing Collaborators. Siepel S, et al. Among authors: fleuren lm. J Intensive Care Med. 2023 Jul;38(7):612-629. doi: 10.1177/08850666231153393. Epub 2023 Feb 6. J Intensive Care Med. 2023. PMID: 36744415 Free PMC article.
Right Dose Right Now: bedside data-driven personalized antibiotic dosing in severe sepsis and septic shock - rationale and design of a multicenter randomized controlled superiority trial.
Roggeveen LF, Fleuren LM, Guo T, Thoral P, de Grooth HJ, Swart EL, Klausch TLT, van der Voort PHJ, Girbes ARJ, Bosman RJ, Elbers PWG. Roggeveen LF, et al. Among authors: fleuren lm. Trials. 2019 Dec 18;20(1):745. doi: 10.1186/s13063-019-3911-5. Trials. 2019. PMID: 31852491 Free PMC article.
Right dose, right now: bedside, real-time, data-driven, and personalised antibiotic dosing in critically ill patients with sepsis or septic shock-a two-centre randomised clinical trial.
Roggeveen LF, Guo T, Fleuren LM, Driessen R, Thoral P, van Hest RM, Mathot RAA, Swart EL, de Grooth HJ, van den Bogaard B, Girbes ARJ, Bosman RJ, Elbers PWG. Roggeveen LF, et al. Among authors: fleuren lm. Crit Care. 2022 Sep 5;26(1):265. doi: 10.1186/s13054-022-04098-7. Crit Care. 2022. PMID: 36064438 Free PMC article. Clinical Trial.
Right Dose, Right Now: Development of AutoKinetics for Real Time Model Informed Precision Antibiotic Dosing Decision Support at the Bedside of Critically Ill Patients.
Roggeveen LF, Guo T, Driessen RH, Fleuren LM, Thoral P, van der Voort PHJ, Girbes ARJ, Bosman RJ, Elbers P. Roggeveen LF, et al. Among authors: fleuren lm. Front Pharmacol. 2020 May 15;11:646. doi: 10.3389/fphar.2020.00646. eCollection 2020. Front Pharmacol. 2020. PMID: 32499697 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: fleuren lm. 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.
46 results