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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
Geoeconomic variations in epidemiology, ventilation management, and outcomes in invasively ventilated intensive care unit patients without acute respiratory distress syndrome: a pooled analysis of four observational studies.
Pisani L, Algera AG, Neto AS, Azevedo L, Pham T, Paulus F, de Abreu MG, Pelosi P, Dondorp AM, Bellani G, Laffey JG, Schultz MJ; ERICC study investigators; LUNG SAFE study investigators; PRoVENT study investigators; PRoVENT-iMiC study investigators. Pisani L, et al. Lancet Glob Health. 2022 Feb;10(2):e227-e235. doi: 10.1016/S2214-109X(21)00485-X. Epub 2021 Dec 13. Lancet Glob Health. 2022. PMID: 34914899 Free PMC article.
301 results