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Acute brain injury risk prediction models in venoarterial extracorporeal membrane oxygenation patients with tree-based machine learning: An Extracorporeal Life Support Organization Registry analysis.
Kalra A, Bachina P, Shou BL, Hwang J, Barshay M, Kulkarni S, Sears I, Eickhoff C, Bermudez CA, Brodie D, Ventetuolo CE, Kim BS, Whitman GJR, Abbasi A, Cho SM; Collaborators. Kalra A, et al. JTCVS Open. 2024 Jun 8;20:64-88. doi: 10.1016/j.xjon.2024.06.001. eCollection 2024 Aug. JTCVS Open. 2024. PMID: 39296456 Free PMC article.
Using machine learning to predict neurologic injury in venovenous extracorporeal membrane oxygenation recipients: An ELSO Registry analysis.
Kalra A, Bachina P, Shou BL, Hwang J, Barshay M, Kulkarni S, Sears I, Eickhoff C, Bermudez CA, Brodie D, Ventetuolo CE, Whitman GJR, Abbasi A, Cho SM; HERALD Group. Kalra A, et al. JTCVS Open. 2024 Jul 2;21:140-167. doi: 10.1016/j.xjon.2024.06.013. eCollection 2024 Oct. JTCVS Open. 2024. PMID: 39534333 Free PMC article.
Operational Recommendations for Scarce Resource Allocation in a Public Health Crisis.
Ehmann MR, Zink EK, Levin AB, Suarez JI, Belcher HME, Daugherty Biddison EL, Doberman DJ, D'Souza K, Fine DM, Garibaldi BT, Gehrie EA, Golden SH, Gurses AP, Hill PM, Hughes MT, Kahn JP, Koch CG, Marx JJ, Meisenberg BR, Natterman J, Rushton CH, Sapirstein A, Selinger SR, Stephens RS, Toner ES, Unguru Y, van Stone M, Kachalia A. Ehmann MR, et al. Among authors: stephens rs. Chest. 2021 Mar;159(3):1076-1083. doi: 10.1016/j.chest.2020.09.246. Epub 2020 Sep 28. Chest. 2021. PMID: 32991873 Free PMC article.
215 results