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Dynamic and explainable machine learning prediction of mortality in patients in the intensive care unit: a retrospective study of high-frequency data in electronic patient records.
Thorsen-Meyer HC, Nielsen AB, Nielsen AP, Kaas-Hansen BS, Toft P, Schierbeck J, Strøm T, Chmura PJ, Heimann M, Dybdahl L, Spangsege L, Hulsen P, Belling K, Brunak S, Perner A. Thorsen-Meyer HC, et al. Lancet Digit Health. 2020 Apr;2(4):e179-e191. doi: 10.1016/S2589-7500(20)30018-2. Epub 2020 Mar 12. Lancet Digit Health. 2020. PMID: 33328078 Free article.
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients.
Jimenez-Solem E, Petersen TS, Hansen C, Hansen C, Lioma C, Igel C, Boomsma W, Krause O, Lorenzen S, Selvan R, Petersen J, Nyeland ME, Ankarfeldt MZ, Virenfeldt GM, Winther-Jensen M, Linneberg A, Ghazi MM, Detlefsen N, Lauritzen AD, Smith AG, de Bruijne M, Ibragimov B, Petersen J, Lillholm M, Middleton J, Mogensen SH, Thorsen-Meyer HC, Perner A, Helleberg M, Kaas-Hansen BS, Bonde M, Bonde A, Pai A, Nielsen M, Sillesen M. Jimenez-Solem E, et al. Sci Rep. 2021 Feb 5;11(1):3246. doi: 10.1038/s41598-021-81844-x. Sci Rep. 2021. PMID: 33547335 Free PMC article.
Causal inference for planning randomised critical care trials: Protocol for a scoping review.
Kaas-Hansen BS, Granholm A, Anthon CT, Kjaer MN, Sivapalan P, Maagaard M, Schjørring OL, Fagerberg SK, Ellekjaer KL, Mølgaard J, Ekstrøm CT, Møller MH, Perner A. Kaas-Hansen BS, et al. Acta Anaesthesiol Scand. 2022 Nov;66(10):1274-1278. doi: 10.1111/aas.14142. Epub 2022 Sep 6. Acta Anaesthesiol Scand. 2022. PMID: 36054374 Free PMC article.
40 results