Yajing Li

Skills include: advanced analytics, machine learning, causal inference, parallel programming, algorithm development, predictive simulation, data visualization

Programming languages include: R, Python, SAS, SQL, Linux

Toolkits and frameworks include: PySpark, TensorFlow, Scikit-learn, AWS S3

Analysis environments include: Rstudio Server, VS code, DNAnexus, Jupyter Lab

Publications include: 

Turi KN, Li Y, Xu Y, Gebretsadik T, Rosas-Salazar C, Wiggins DA, McKennan C, Newcomb D, Gern JE, Hartert TV. The Association of Infant Urinary Adrenal Steroids with the Risk of Childhood Asthma Development. Ann Allergy Asthma Immunol. 2024-04-14. doi:10.1016/j.anai.2024.04.008. PubMed PMID: 38631429 

Strayer N, Vessels T, Choi K, Zhang S, Li Y, Sharber B, Hsi RS, Bejan CA, Bick AG, Balko JM, Johnson DB, Wheless LE, Wells QS, Shah R, Philips EJ, Self WH, Pulley JM, Wilkins CH, Chen Q, Hartert T, Savona MR, Shyr Y, Roden DM, Smoller JW, Ruderfer DM, Xu Y. Interoperability of phenome-wide multimorbidity patterns: a comparative study of two large-scale EHR systems. medRxiv. 2024-03-29. doi:10.1101/2024.03.28.24305045. PubMed PMID: 38585743. PMC10996752.

Kishtagari A, Khan MAW, Li Y, Vlasschaert C, Marneni N, Silver AJ, von Beck K, Spaulding T, Stockton S, Snider C, Sochacki A, Dorand D, Mack TM, Ferrell PB, Xu Y, Bejan CA, Savona MR, Bick AG. Driver mutation zygosity is a critical factor in predicting clonal hematopoiesis transformation risk. Blood Cancer J. 2024-01-15; 14(1):6. doi:10.1038/s41408-023-00974-9. PubMed PMID: 38225345. PMC10789770.

Zhang S, Strayer N, Vessels T, Choi K, Wang GW, Li Y, Bejan CA, Hsi RS, Bick AG, Velez Edwards DR, Savona MR, Philips EJ, Pulley J, Self WH, Hopkins WC, Roden DM, Smoller JW, Ruderfer DM, Xu Y. PheMIME: An Interactive Web App and Knowledge Base for Phenome-Wide, Multi-Institutional Multimorbidity Analysis. medRxiv. 2023-07-30. doi:10.1101/2023.07.23.23293047. PubMed PMID: 37547012. PMC10402210.

Fleege NMG, Li Y, Kidwell KM, Henry NL. Ovarian Function Suppression in Premenopausal Women With Concurrent Endocrine Therapy Use. Clin Breast Cancer. 2023-06-01; 23(4):454-460. doi:10.1016/j.clbc.2023.03.009. PubMed PMID: 37076363.

Pasternak AL, Marcath LA, Li Y, Nguyen V, Gersch CL, Rae JM, Frame D, Scappaticci G, Kidwell KM, Hertz DL. Impact of Pharmacogenetics on Intravenous Tacrolimus Exposure and Conversions to Oral Therapy. Transplant Cell Ther. 2022-01-01; 28(1):19.e1-19.e7. doi:10.1016/j.jtct.2021.09.011. PubMed PMID: 34583027.

Salerno S, Sun Y, Morris EL, He X, Li Y, Pan Z, Han P, Kang J, Sjoding MW, Li Y. Comprehensive evaluation of COVID-19 patient short- and long-term outcomes: Disparities in healthcare utilization and post-hospitalization outcomes. PLoS One. 2021-01-01; 16(10):e0258278. doi:10.1371/journal.pone.0258278. PubMed PMID: 34614008. PMC8494298.