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Complex Machine-Learning Algorithms and Multivariable Logistic Regression on Par in the Prediction of Insufficient Clinical Response to Methotrexate in Rheumatoid Arthritis.
Gosselt HR, Verhoeven MMA, Bulatović-Ćalasan M, Welsing PM, de Rotte MCFJ, Hazes JMW, Lafeber FPJG, Hoogendoorn M, de Jonge R. Gosselt HR, et al. Among authors: hoogendoorn m. J Pers Med. 2021 Jan 14;11(1):44. doi: 10.3390/jpm11010044. J Pers Med. 2021. PMID: 33466633 Free PMC article.
Optimizing the Dutch newborn screening for congenital hypothyroidism by incorporating amino acids and acylcarnitines in a machine learning-based model.
Jansen HI, van Haeringen M, Bouva MJ, den Elzen WPJ, Bruinstroop E, van der Ploeg CPB, van Trotsenburg ASP, Zwaveling-Soonawala N, Heijboer AC, Bosch AM, de Jonge R, Hoogendoorn M, Boelen A. Jansen HI, et al. Among authors: hoogendoorn m. Eur Thyroid J. 2023 Nov 3;12(6):e230141. doi: 10.1530/ETJ-23-0141. Print 2023 Dec 1. Eur Thyroid J. 2023. PMID: 37855424 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. Among authors: hoogendoorn m. 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. Among authors: hoogendoorn m. 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.
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: hoogendoorn m. 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.
Machine learning for the prediction of sepsis: a systematic review and meta-analysis of diagnostic test accuracy.
Fleuren LM, Klausch TLT, Zwager CL, Schoonmade LJ, Guo T, Roggeveen LF, Swart EL, Girbes ARJ, Thoral P, Ercole A, Hoogendoorn M, Elbers PWG. Fleuren LM, et al. Among authors: hoogendoorn m. Intensive Care Med. 2020 Mar;46(3):383-400. doi: 10.1007/s00134-019-05872-y. Epub 2020 Jan 21. Intensive Care Med. 2020. PMID: 31965266 Free PMC article. Review.
235 results