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Machine-learning Prognostic Models from the 2014-16 Ebola Outbreak: Data-harmonization Challenges, Validation Strategies, and mHealth Applications.
Colubri A, Hartley MA, Siakor M, Wolfman V, Felix A, Sesay T, Shaffer JG, Garry RF, Grant DS, Levine AC, Sabeti PC. Colubri A, et al. Among authors: levine ac. EClinicalMedicine. 2019 Jun 22;11:54-64. doi: 10.1016/j.eclinm.2019.06.003. eCollection 2019 May-Jun. EClinicalMedicine. 2019. PMID: 31312805 Free PMC article.
Oxygen saturation can predict pediatric pneumonia in a resource-limited setting.
Modi P, Munyaneza RB, Goldberg E, Choy G, Shailam R, Sagar P, Westra SJ, Nyakubyara S, Gakwerere M, Wolfman V, Vinograd A, Moore M, Levine AC. Modi P, et al. Among authors: levine ac. J Emerg Med. 2013 Nov;45(5):752-60. doi: 10.1016/j.jemermed.2013.04.041. Epub 2013 Aug 9. J Emerg Med. 2013. PMID: 23937809
Association of the Quick Sequential (Sepsis-Related) Organ Failure Assessment (qSOFA) Score With Excess Hospital Mortality in Adults With Suspected Infection in Low- and Middle-Income Countries.
Rudd KE, Seymour CW, Aluisio AR, Augustin ME, Bagenda DS, Beane A, Byiringiro JC, Chang CH, Colas LN, Day NPJ, De Silva AP, Dondorp AM, Dünser MW, Faiz MA, Grant DS, Haniffa R, Van Hao N, Kennedy JN, Levine AC, Limmathurotsakul D, Mohanty S, Nosten F, Papali A, Patterson AJ, Schieffelin JS, Shaffer JG, Thuy DB, Thwaites CL, Urayeneza O, White NJ, West TE, Angus DC; Sepsis Assessment and Identification in Low Resource Settings (SAILORS) Collaboration. Rudd KE, et al. Among authors: levine ac. JAMA. 2018 Jun 5;319(21):2202-2211. doi: 10.1001/jama.2018.6229. JAMA. 2018. PMID: 29800114 Free PMC article.
Constructing, validating, and updating machine learning models to predict survival in children with Ebola Virus Disease.
Genisca AE, Butler K, Gainey M, Chu TC, Huang L, Mbong EN, Kennedy SB, Laghari R, Nganga F, Muhayangabo RF, Vaishnav H, Perera SM, Adeniji M, Levine AC, Michelow IC, Colubri A. Genisca AE, et al. Among authors: levine ac. PLoS Negl Trop Dis. 2022 Oct 12;16(10):e0010789. doi: 10.1371/journal.pntd.0010789. eCollection 2022 Oct. PLoS Negl Trop Dis. 2022. PMID: 36223331 Free PMC article.
Derivation and Internal Validation of a Mortality Prognostication Machine Learning Model in Ebola Virus Disease Based on Iterative Point-of-Care Biomarkers.
Bearnot CJ, Mbong EN, Muhayangabo RF, Laghari R, Butler K, Gainey M, Perera SM, Michelow IC, Tang OY, Levine AC, Colubri A, Aluisio AR. Bearnot CJ, et al. Among authors: levine ac. Open Forum Infect Dis. 2024 Jan 5;11(2):ofad689. doi: 10.1093/ofid/ofad689. eCollection 2024 Feb. Open Forum Infect Dis. 2024. PMID: 38379568 Free PMC article.
230 results