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Page 1
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: stojanovic d. Am J Epidemiol. 2023 Feb 1;192(2):283-295. doi: 10.1093/aje/kwac182. Am J Epidemiol. 2023. PMID: 36331289 Free PMC article.
A COVID-19-ready public health surveillance system: The Food and Drug Administration's Sentinel System.
Cocoros NM, Fuller CC, Adimadhyam S, Ball R, Brown JS, Dal Pan GJ, Kluberg SA, Lo Re V 3rd, Maro JC, Nguyen M, Orr R, Paraoan D, Perlin J, Poland RE, Driscoll MR, Sands K, Toh S, Yih WK, Platt R; And the FDA-Sentinel COVID-19 Working Group. Cocoros NM, et al. Pharmacoepidemiol Drug Saf. 2021 Jul;30(7):827-837. doi: 10.1002/pds.5240. Epub 2021 Apr 18. Pharmacoepidemiol Drug Saf. 2021. PMID: 33797815 Free PMC article. Review.
Validation of an ICD-10-based algorithm to identify stillbirth in the Sentinel System.
Andrade SE, Shinde M, Moore Simas TA, Bird ST, Bohn J, Haynes K, Taylor LG, Lauring JR, Longley E, McMahill-Walraven CN, Trinacty CM, Saphirak C, Delude C, DeLuccia S, Zhang T, Cole DV, DiNunzio N, Gertz A, Fazio-Eynullayeva E, Stojanovic D. Andrade SE, et al. Among authors: stojanovic d. Pharmacoepidemiol Drug Saf. 2021 Sep;30(9):1175-1183. doi: 10.1002/pds.5300. Epub 2021 Jun 11. Pharmacoepidemiol Drug Saf. 2021. PMID: 34089206
Utility of fertility procedures and prenatal tests to estimate gestational age for live-births and stillbirths in electronic health plan databases.
Taylor LG, Bird ST, Stojanovic D, Toh S, Maro JC, Fazio-Eynullayeva E, Petrone AB, Rajbhandari R, Andrade SE, Haynes K, McMahill-Walraven CN, Shinde M, Lyons JG. Taylor LG, et al. Among authors: stojanovic d. Pharmacoepidemiol Drug Saf. 2022 May;31(5):534-545. doi: 10.1002/pds.5414. Epub 2022 Feb 22. Pharmacoepidemiol Drug Saf. 2022. PMID: 35122354
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: stojanovic d. 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 Free PMC article.
Scalable incident detection via natural language processing and probabilistic language models.
Walsh CG, Wilimitis D, Chen Q, Wright A, Kolli J, Robinson K, Ripperger MA, Johnson KB, Carrell D, Desai RJ, Mosholder A, Dharmarajan S, Adimadhyam S, Fabbri D, Stojanovic D, Matheny ME, Bejan CA. Walsh CG, et al. Among authors: stojanovic d. Sci Rep. 2024 Oct 8;14(1):23429. doi: 10.1038/s41598-024-72756-7. Sci Rep. 2024. PMID: 39379449 Free PMC article.
A General Propensity Score for Signal Identification Using Tree-Based Scan Statistics.
Wang SV, Maro JC, Gagne JJ, Patorno E, Kattinakere S, Stojanovic D, Eworuke E, Baro E, Ouellet-Hellstrom R, Nguyen M, Ma Y, Dashevsky I, Cole D, DeLuccia S, Hansbury A, Pestine E, Kulldorff M. Wang SV, et al. Among authors: stojanovic d. Am J Epidemiol. 2021 Jul 1;190(7):1424-1433. doi: 10.1093/aje/kwab034. Am J Epidemiol. 2021. PMID: 33615330
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: stojanovic d. Pharmacoepidemiol Drug Saf. 2023 Feb;32(2):126-136. doi: 10.1002/pds.5512. Epub 2022 Aug 10. Pharmacoepidemiol Drug Saf. 2023. PMID: 35871766
275 results