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Electronic phenotyping of health outcomes of interest using a linked claims-electronic health record database: Findings from a machine learning pilot project.
Gibson TB, Nguyen MD, Burrell T, Yoon F, Wong J, Dharmarajan S, Ouellet-Hellstrom R, Hua W, Ma Y, Baro E, Bloemers S, Pack C, Kennedy A, Toh S, Ball R. Gibson TB, et al. Among authors: ma y. J Am Med Inform Assoc. 2021 Jul 14;28(7):1507-1517. doi: 10.1093/jamia/ocab036. J Am Med Inform Assoc. 2021. PMID: 33712852 Free PMC article.
Risk of Psychiatric Adverse Events Among Montelukast Users.
Sansing-Foster V, Haug N, Mosholder A, Cocoros NM, Bradley M, Ma Y, Pennap D, Dee EC, Toh S, Pestine E, Petrone AB, Kim I, Lyons JG, Eworuke E. Sansing-Foster V, et al. Among authors: ma y. J Allergy Clin Immunol Pract. 2021 Jan;9(1):385-393.e12. doi: 10.1016/j.jaip.2020.07.052. Epub 2020 Aug 11. J Allergy Clin Immunol Pract. 2021. PMID: 32795564
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: ma y. Am J Epidemiol. 2021 Jul 1;190(7):1424-1433. doi: 10.1093/aje/kwab034. Am J Epidemiol. 2021. PMID: 33615330
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: ma 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.
Validation of claims-based algorithms to identify non-live birth outcomes.
Zhu Y, Bateman BT, Hernandez-Diaz S, Gray KJ, Straub L, Reimers RM, Manning-Geist B, Yoselevsky E, Taylor LG, Ouellet-Hellstrom R, Ma Y, Qiang Y, Hua W, Huybrechts KF. Zhu Y, et al. Among authors: ma y. Pharmacoepidemiol Drug Saf. 2023 Apr;32(4):468-474. doi: 10.1002/pds.5574. Epub 2022 Nov 30. Pharmacoepidemiol Drug Saf. 2023. PMID: 36420643 Free PMC article.
Development and Validation of Algorithms to Estimate Live Birth Gestational Age in Medicaid Analytic eXtract Data.
Zhu Y, Thai TN, Hernandez-Diaz S, Bateman BT, Winterstein AG, Straub L, Franklin JM, Gray KJ, Wyss R, Mogun H, Vine S, Taylor LG, Ouellet-Hellstrom R, Ma Y, Qiang Y, Hua W, Huybrechts KF. Zhu Y, et al. Among authors: ma y. Epidemiology. 2023 Jan 1;34(1):69-79. doi: 10.1097/EDE.0000000000001559. Epub 2022 Oct 17. Epidemiology. 2023. PMID: 36455247
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