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2017 1
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2020 15
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2023 3
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Page 1
Rapid response systems.
Lyons PG, Edelson DP, Churpek MM. Lyons PG, et al. Resuscitation. 2018 Jul;128:191-197. doi: 10.1016/j.resuscitation.2018.05.013. Epub 2018 May 16. Resuscitation. 2018. PMID: 29777740 Free PMC article. Review.
Big Data and Data Science in Critical Care.
Sanchez-Pinto LN, Luo Y, Churpek MM. Sanchez-Pinto LN, et al. Chest. 2018 Nov;154(5):1239-1248. doi: 10.1016/j.chest.2018.04.037. Epub 2018 May 9. Chest. 2018. PMID: 29752973 Free PMC article. Review.
Validation and utility of ARDS subphenotypes identified by machine-learning models using clinical data: an observational, multicohort, retrospective analysis.
Maddali MV, Churpek M, Pham T, Rezoagli E, Zhuo H, Zhao W, He J, Delucchi KL, Wang C, Wickersham N, McNeil JB, Jauregui A, Ke S, Vessel K, Gomez A, Hendrickson CM, Kangelaris KN, Sarma A, Leligdowicz A, Liu KD, Matthay MA, Ware LB, Laffey JG, Bellani G, Calfee CS, Sinha P; LUNG SAFE Investigators and the ESICM Trials Group. Maddali MV, et al. Lancet Respir Med. 2022 Apr;10(4):367-377. doi: 10.1016/S2213-2600(21)00461-6. Epub 2022 Jan 10. Lancet Respir Med. 2022. PMID: 35026177 Free PMC article.
Assessing the accuracy of the lung allocation score.
Parker WF, Dussault NE, Jablonski R, Garrity ER, Churpek MM. Parker WF, et al. J Heart Lung Transplant. 2022 Feb;41(2):217-225. doi: 10.1016/j.healun.2021.10.015. Epub 2021 Oct 28. J Heart Lung Transplant. 2022. PMID: 34802876 Free PMC article.
Identifying infected patients using semi-supervised and transfer learning.
Bashiri FS, Caskey JR, Mayampurath A, Dussault N, Dumanian J, Bhavani SV, Carey KA, Gilbert ER, Winslow CJ, Shah NS, Edelson DP, Afshar M, Churpek MM. Bashiri FS, et al. J Am Med Inform Assoc. 2022 Sep 12;29(10):1696-1704. doi: 10.1093/jamia/ocac109. J Am Med Inform Assoc. 2022. PMID: 35869954 Free PMC article.
Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example.
Thoral PJ, Peppink JM, Driessen RH, Sijbrands EJG, Kompanje EJO, Kaplan L, Bailey H, Kesecioglu J, Cecconi M, Churpek M, Clermont G, van der Schaar M, Ercole A, Girbes ARJ, Elbers PWG; Amsterdam University Medical Centers Database (AmsterdamUMCdb) Collaborators and the SCCM/ESICM Joint Data Science Task Force. Thoral PJ, et al. Crit Care Med. 2021 Jun 1;49(6):e563-e577. doi: 10.1097/CCM.0000000000004916. Crit Care Med. 2021. PMID: 33625129 Free PMC article.
55 results