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 Circulating tumor DNA predicts venous thromboembolism in patients with cancers. Shengling Ma†, Jun Yang Jiang†, Rock Bum Kim, Elizabeth Chiang, Tiong Joyce Wan Theng, Justine Ryu, Danielle Guffey, Raka Bandyo, Heidi Dowst, Kaitlin N. Swinnerton, Nathanael R. Fillmore, Jennifer La, Ang Li† Equal first authorship Journal of Thrombosis and Haemostasis23(1), 139-148 Cancer-Associated Thrombosis Circulating Tumor DNA Risk Stratification Fine-Gray Models Liquid Biopsy
