2026 Rule-based natural language processing to extract clinical trial and research study enrollment history from unstructured notes. Sergey D. Goryachev†, Julie Tsu-Yu Wu†, Eric Lin†, Daphne R. Friedman, Robert Zwolinski, Rupali Dhond, Danne C. Elbers, Jennifer La, Cenk Yildirim, June K. Corrigan, Daniel C. R. Chen, Mary T. Brophy, Nhan V. Do‡, Nathanael R. Fillmore‡† Equal first authorship · ‡ Equal senior authorship Health Informatics Journal32(1), 14604582261430614 U.S. Veterans and VA Data Electronic Health Records Natural Language Processing Rule-Based Algorithms Clinical Notes
2023 Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes. Eric Lin†, Robert Zwolinski†, Julie Tsu-Yu Wu, Jennifer La, Sergey Goryachev, Linden Huhmann, Cenk Yildrim, David P. Tuck, Danne C. Elbers, Mary T. Brophy, Nhan V. Do‡, Nathanael R. Fillmore‡† Equal first authorship · ‡ Equal senior authorship Health Informatics Journal29(3), 14604582231198021 U.S. Veterans and VA Data Electronic Health Records Natural Language Processing Machine Learning PD-L1 Expression