2026 Development and validation of venous thromboembolism-bidirectional encoder representations from transformers (VTE-BERT) natural language processing model. Omid Jafari, Shengling Ma, Barbara D. Lam, Jun Y. Jiang, Emily Zhou, Mrinal Ranjan, Justine Ryu, Raka Bandyo, Arash Maghsoudi, Bo Peng, Christopher I. Amos, Abiodun Oluyomi, Nathanael R. Fillmore, Jennifer La‡, Ang Li‡‡ Equal senior authorship Journal of Thrombosis and Haemostasis24(7), 2522-2531 Natural Language Processing External Validation Clinical Notes Radiology and Pathology Reports Cancer Patients
2025 Validation of a Risk Score for Cancer-Associated Thrombosis Using Nationwide EHR Data. Ang Li, Omid Jafari, Barbara D. Lam, Jun Y. Jiang, Rock Bum Kim, Shengling Ma, Emily Zhou, Joyce W. Tiong, Elizabeth C. Chiang, Justine Ryu, Christopher I. Amos, Jennifer La, Nathanael R. Fillmore JAMA Network Open8(11), e2544428 Cancer-Associated Thrombosis Electronic Health Records External Validation Model Validation Predictive Modeling
2025 Racial and Ethnic Disparity for Cancer Mortality in General and Single-Payer Healthcare Systems in the United States. Rock Bum Kim, Emily Zhou, Kaitlin N. Swinnerton, Jennifer La, Shengling Ma, Mrinal Ranjan, Nhan V. Do, Mary T. Brophy, Nathanael R. Fillmore‡, Ang Li‡‡ Equal senior authorship Journal of Racial and Ethnic Health Disparities12(4), 2646-2654 U.S. Veterans and VA Data SEER Database Retrospective Cohort Study Cancer Patients Health Disparities
2025 Incidence and risk of arterial thromboembolism in cancer patients from a safety-net healthcare system. Rock Bum Kim†, Justine H. Ryu†, Danielle Guffey, Emily Zhou, Mrinal Ranjan, Shengling Ma, Jennifer La, Nathanael R. Fillmore‡, Ang Li‡† Equal first authorship · ‡ Equal senior authorship Journal of Thrombosis and Haemostasis23(5), 1539-1550 Arterial Thromboembolism Cancer Patients Retrospective Cohort Study Safety Net Healthcare Fine-Gray Models
