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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.
Individualized Treatment Effects of Bougie versus Stylet for Tracheal Intubation in Critical Illness.
Seitz KP, Spicer AB, Casey JD, Buell KG, Qian ET, Graham Linck EJ, Driver BE, Self WH, Ginde AA, Trent SA, Gandotra S, Smith LM, Page DB, Vonderhaar DJ, West JR, Joffe AM, Doerschug KC, Hughes CG, Whitson MR, Prekker ME, Rice TW, Sinha P, Semler MW, Churpek MM. Seitz KP, et al. Am J Respir Crit Care Med. 2023 Jun 15;207(12):1602-1611. doi: 10.1164/rccm.202209-1799OC. Am J Respir Crit Care Med. 2023. PMID: 36877594 Free PMC article.
Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients.
Churpek MM, Ingebritsen R, Carey KA, Rao SA, Murnin E, Qyli T, Oguss MK, Picart J, Penumalee L, Follman BD, Nezirova LK, Tully ST, Benjamin C, Nye C, Gilbert ER, Shah NS, Winslow CJ, Afshar M, Edelson DP. Churpek MM, et al. medRxiv [Preprint]. 2024 Feb 6:2024.02.05.24301960. doi: 10.1101/2024.02.05.24301960. medRxiv. 2024. Update in: Crit Care Explor. 2024 Oct 01;6(10):e1161. doi: 10.1097/CCE.0000000000001161 PMID: 38370788 Free PMC article. Updated. Preprint.
29 results