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Peer-Reviewed Journal Articles

• Tham, T., Kim, A. H., Wilensky, J., Tsang, C., Giannaris, P. S., Wang, B. Y., Panara, K., Christian, Z., Kuan, E. C., Papagiannopoulos, P., Tajudeen, B., Eide, J. G., Craig, J. R., Kshirsagar, R. S., Locke, T. B., Ahn, S., Oh, E. J., Fastenberg, J. H., …, Tong, C. C. L. (Under Review). Frontal sinus inverted papilloma: surgical challenges and outcomes of a multi-institutional cohort.
• Ahn, S., and Oh, E. J. (Under Review). A network-guided partially penalized regression with application to proteomics data. [preprint]
• Siembida, E. J., Greene, B., Oh, E. J., Wiseman, K. P., Basile, M., Vadhan, N. P., Diefenbach, M. A., and Alfano, C. M. (Under Revision). Tobacco and other substance co-use among adolescents and young adult tobacco users with cancer: prevalence and associations with nicotine dependence and depression. Family Medicine and Community Health.
• Oh, E. J., Ahn, S., Tham, T., and Qian, M. (2025). Leveraging two-phase data for improved prediction of survival outcomes with application to nasopharyngeal cancer. Biometrics, 81(2), ujaf080. [link] [supp]
• Oh, E. J., Alfano, C. M., Esteva, F. J., Baron, P. L., Xiong, W., Brooke, T. E., Chen, E. I., and Chiuzan, C. (2025). Risk stratification using tree-based models for recurrence-free survival in breast cancer. JCO Oncology Advances, 2, e2400011. [pdf]
• Ahn, S., Oh, E. J., Saleem, M., and Tham, T. (2024). Machine learning methods in classification of prolonged radiation therapy in oropharyngeal cancer: national cancer database. Otolaryngology-Head and Neck Surgery, 171(6), 1764-1772.
• Overdevest, J., Irace, A. L., Mazzanti, V., Oh, E. J., Joseph, P. V., Devanand, D. P., Bitan, Z. C., Hod, E. A., Gudis, D. A., and Chiuzan, C. (2022). Chemosensory deficits are best predictor of serologic response among individuals infected with SARS-CoV-2. PLoS ONE, 17(12), e0274611.
• Oh, E. J., Qian, M., and Cheung, Y. K. (2022). Generalization error bounds of dynamic treatment regimes in penalized regression-based learning. Annals of Statistics, 50(4), 2047-2071. [pdf] [supp]
• Gartrell, R. D., Enzler, T., Kim, P. S., Fullerton, B. T., Fazlollahi, L., Chen, A. X., Minns, H. E., Perni, S., Weisberg, S. P., Rizk, E. M., Wang, S., Oh, E. J., Guo, X. V., …, and Saenger, Y. M. (2022). Neoadjuvant chemoradiation alters the immune microenvironment in pancreatic ductal adenocarcinoma. OncoImmunology, 11(1), 2066767.
• Zhu, D., Wong, A., Oh, E. J., Ahn, S., Wotman, M., Sahai, T., Bottalico, D., Frank, D., and Tham, T. (2022). Impact of treatment parameters on racial survival differences in oropharyngeal cancer: national cancer database study. Otolaryngology–Head & Neck Surgery, 166(6), 1134-1143.
• Oh, E. J., Parikh, R. B., Chivers, C., and Chen, J. (2021). Two-stage approaches to accounting for patient heterogeneity in machine learning risk prediction models in oncology. JCO Clinical Cancer Informatics, 5, 1015-1023. [pdf]
• Toyoda, Y., Oh, E. J., Premaratne, I. D., Chiuzan, C., and Rohde, C. H. (2020). Affordable care act state-specific medicaid expansion: impact on health insurance coverage and breast cancer screening rate. Journal of the American College of Surgeons, 230(5), 775-783.
• Wotman, M., Oh, E. J., Ahn, S., Kraus, D., Costantino, P., and Tham, T. (2019). HPV status in patients with nasopharyngeal carcinoma in the United States: a SEER database study. American Journal of Otolaryngology, 40(5), 705-710.
• Petkova, E. P., Beedsay, J., Oh, E. J., Sehnert, E. M., Tsai, W.-Y., and Reilly, M. J. (2018). Long-term recovery from Hurricane Sandy: evidence from a survey in New York City. Disaster Medicine and Public Health Preparedness, 12(2), 172-175.
• Oh, E. J., Lee, H. (2013). Dimension reduction and prediction for high-dimensional regression models using the graphical lasso. Journal of the Korean Data Analysis Society, 15(5), 2321-2332.

Peer-Reviewed Book Chapters

• Oh, E. J., Qian, M., Cheung, K., and Mohr, D. C. (2020). Building health application recommender system using partially penalized regression. Statistical Modeling in Biomedical Research, Springer, 105-123.