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Predicting Acute Brain Injury in Venoarterial Extracorporeal Membrane Oxygenation Patients with Tree-Based Machine Learning: Analysis of the Extracorporeal Life Support Organization Registry.
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. Kalra A, et al. Among authors: abbasi a. Res Sq [Preprint]. 2024 Jan 11:rs.3.rs-3848514. doi: 10.21203/rs.3.rs-3848514/v1. Res Sq. 2024. Update in: JTCVS Open. 2024 Jun 08;20:64-88. doi: 10.1016/j.xjon.2024.06.001 PMID: 38260374 Free PMC article. Updated. Preprint.
Extracorporeal Life Support Organization Registry International Report 2022: 100,000 Survivors.
Tonna JE, Boonstra PS, MacLaren G, Paden M, Brodie D, Anders M, Hoskote A, Ramanathan K, Hyslop R, Fanning JJ, Rycus P, Stead C, Barrett NA, Mueller T, Gómez RD, Malhotra Kapoor P, Fraser JF, Bartlett RH, Alexander PMA, Barbaro RP; Extracorporeal Life Support Organization (ELSO) Member Centers Group. Tonna JE, et al. ASAIO J. 2024 Feb 1;70(2):131-143. doi: 10.1097/MAT.0000000000002128. Epub 2024 Jan 5. ASAIO J. 2024. PMID: 38181413
Utilizing Machine Learning to Predict Neurological Injury in Venovenous Extracorporeal Membrane Oxygenation Patients: 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, Whitman GJR, Abbasi A, Cho SM. Kalra A, et al. Among authors: abbasi a. Res Sq [Preprint]. 2023 Dec 22:rs.3.rs-3779429. doi: 10.21203/rs.3.rs-3779429/v1. Res Sq. 2023. PMID: 38196631 Free PMC article. Preprint.
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. Among authors: abbasi a. 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.
1,530 results