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Data-driven automated classification algorithms for acute health conditions: applying PheNorm to COVID-19 disease.
Smith JC, Williamson BD, Cronkite DJ, Park D, Whitaker JM, McLemore MF, Osmanski JT, Winter R, Ramaprasan A, Kelley A, Shea M, Wittayanukorn S, Stojanovic D, Zhao Y, Toh S, Johnson KB, Aronoff DM, Carrell DS. Smith JC, et al. Among authors: zhao y. J Am Med Inform Assoc. 2024 Feb 16;31(3):574-582. doi: 10.1093/jamia/ocad241. J Am Med Inform Assoc. 2024. PMID: 38109888
Improving Methods of Identifying Anaphylaxis for Medical Product Safety Surveillance Using Natural Language Processing and Machine Learning.
Carrell DS, Gruber S, Floyd JS, Bann MA, Cushing-Haugen KL, Johnson RL, Graham V, Cronkite DJ, Hazlehurst BL, Felcher AH, Bejan CA, Kennedy A, Shinde MU, Karami S, Ma Y, Stojanovic D, Zhao Y, Ball R, Nelson JC. Carrell DS, et al. Among authors: zhao y. Am J Epidemiol. 2023 Feb 1;192(2):283-295. doi: 10.1093/aje/kwac182. Am J Epidemiol. 2023. PMID: 36331289 Free PMC article.
Novel methods for pregnancy drug safety surveillance in the FDA Sentinel System.
Suarez EA, Nguyen M, Zhang D, Zhao Y, Stojanovic D, Munoz M, Liedtka J, Anderson A, Liu W, Dashevsky I, Cole D, DeLuccia S, Menzin T, Noble J, Maro JC. Suarez EA, et al. Among authors: zhao y. Pharmacoepidemiol Drug Saf. 2023 Feb;32(2):126-136. doi: 10.1002/pds.5512. Epub 2022 Aug 10. Pharmacoepidemiol Drug Saf. 2023. PMID: 35871766
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