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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.