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Optimal intensive care outcome prediction over time using machine learning.
Meiring C, Dixit A, Harris S, MacCallum NS, Brealey DA, Watkinson PJ, Jones A, Ashworth S, Beale R, Brett SJ, Singer M, Ercole A. Meiring C, et al. Among authors: ercole a. PLoS One. 2018 Nov 14;13(11):e0206862. doi: 10.1371/journal.pone.0206862. eCollection 2018. PLoS One. 2018. PMID: 30427913 Free PMC article.
Mortality after surgery in Europe: a 7 day cohort study.
Pearse RM, Moreno RP, Bauer P, Pelosi P, Metnitz P, Spies C, Vallet B, Vincent JL, Hoeft A, Rhodes A; European Surgical Outcomes Study (EuSOS) group for the Trials groups of the European Society of Intensive Care Medicine and the European Society of Anaesthesiology. Pearse RM, et al. Lancet. 2012 Sep 22;380(9847):1059-65. doi: 10.1016/S0140-6736(12)61148-9. Lancet. 2012. PMID: 22998715 Free PMC article.
Critical Care Health Informatics Collaborative (CCHIC): Data, tools and methods for reproducible research: A multi-centre UK intensive care database.
Harris S, Shi S, Brealey D, MacCallum NS, Denaxas S, Perez-Suarez D, Ercole A, Watkinson P, Jones A, Ashworth S, Beale R, Young D, Brett S, Singer M. Harris S, et al. Among authors: ercole a. Int J Med Inform. 2018 Apr;112:82-89. doi: 10.1016/j.ijmedinf.2018.01.006. Epub 2018 Jan 31. Int J Med Inform. 2018. PMID: 29500026 Free article.
The Association between Supraphysiologic Arterial Oxygen Levels and Mortality in Critically Ill Patients. A Multicenter Observational Cohort Study.
Palmer E, Post B, Klapaukh R, Marra G, MacCallum NS, Brealey D, Ercole A, Jones A, Ashworth S, Watkinson P, Beale R, Brett SJ, Young JD, Black C, Rashan A, Martin D, Singer M, Harris S. Palmer E, et al. Among authors: ercole a. Am J Respir Crit Care Med. 2019 Dec 1;200(11):1373-1380. doi: 10.1164/rccm.201904-0849OC. Am J Respir Crit Care Med. 2019. PMID: 31513754 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: ercole a. 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.
Changing care pathways and between-center practice variations in intensive care for traumatic brain injury across Europe: a CENTER-TBI analysis.
Huijben JA, Wiegers EJA, Lingsma HF, Citerio G, Maas AIR, Menon DK, Ercole A, Nelson D, van der Jagt M, Steyerberg EW, Helbok R, Lecky F, Peul W, Birg T, Zoerle T, Carbonara M, Stocchetti N; CENTER-TBI investigators and participants. Huijben JA, et al. Among authors: ercole a. Intensive Care Med. 2020 May;46(5):995-1004. doi: 10.1007/s00134-020-05965-z. Epub 2020 Feb 25. Intensive Care Med. 2020. PMID: 32100061 Free PMC article.
Machine learning in intensive care medicine: ready for take-off?
Fleuren LM, Thoral P, Shillan D, Ercole A, Elbers PWG; Right Data Right Now Collaborators. Fleuren LM, et al. Among authors: ercole a. Intensive Care Med. 2020 Jul;46(7):1486-1488. doi: 10.1007/s00134-020-06045-y. Epub 2020 May 12. Intensive Care Med. 2020. PMID: 32399747 No abstract available.
457 results