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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.
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.
19 results