2026 Bridging the Implementation Gap: Barriers to Frailty Assessment in Outpatient Clinics. Chelsea M. Lam, Megan Cheslock, Ariela R. Orkaby, Clark DuMontier, Sawicki Amitai Avnon, Robert Zwolinski, Nathanael R. Fillmore, Mayuri Dharne, Andrea Wershof Schwartz Journal of the American Geriatrics Society Comprehensive Geriatric Assessment Frailty Clinical Practice Diffusion
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
2025 Potentially Inappropriate Medications, Frailty, and Outcomes in Patients With Cancer Managed in a National Health Care System. Jennifer La, Tammy Hshieh, Anahid Hamparsumian, Robert Zwolinski, Jameson Wood, Mayuri Dharne, J. Michael Gaziano, Mary T. Brophy, Nhan V. Do, Nikhil C. Munshi, Jane A. Driver, Gregory A. Abel, Nathanael R. Fillmore‡, Clark DuMontier‡‡ Equal senior authorship Journal of the National Comprehensive Cancer Network23(9), 363-370 U.S. Veterans and VA Data Retrospective Cohort Study Electronic Health Records Frailty Overall Survival
2025 Automated Extraction of Imaging and Pathology Data From Diverse Prostate Cancer Electronic Records. John M. Culnan, Sergey D. Goryachev, John R. Bihn, Grace Lee, Daniel C. R. Chen, Oleg Soloviev, Robert Zwolinski, Karlynn N. Dulberger, Nhan V. Do, Channing J. Paller, Matthew R. Cooperberg‡, Nathanael R. Fillmore‡‡ Equal senior authorship JCO Clinical Cancer Informatics9, e2500085 U.S. Veterans and VA Data Electronic Health Records Prostate Cancer Natural Language Processing VA Cancer Registry
2024 Matching Patients to Accelerate Clinical Trials (MPACT): Enabling Technology for Oncology Clinical Trial Workflow. Nhan V. Do, Danne C. Elbers, Nathanael R. Fillmore, Samuel Ajjarapu, Steven J. Bergstrom, John Bihn, June K. Corrigan, Rupali Dhond, Svitlana Dipietro, Arkadiy Dolgin, Theodore C. Feldman, Sergey D. Goryachev, Linden B. Huhmann, Jennifer La, Paul A. Marcantonio, Kyle M. McGrath, Stephen J. Miller, Vinh Q. Nguyen, George R. Schneeloch, Feng-Chi Sung, Kaitlin N. Swinnerton, Amelia H. Tarren, Hannah M. Tosi, Danielle Valley, Austin D. Vo, Cenk Yildirim, Chunlei Zheng, Robert Zwolinski, Gisele A. Sarosy, David Loose, Colleen Shannon, Mary T. Brophy Studies in Health Technology and Informatics310, 1086-1090 U.S. Veterans and VA Data Electronic Health Records Natural Language Processing Clinical Trial Enrollment Patient Screening Workflow
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
2020 An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center. Nathanael R. Fillmore†, Danne C. Elbers†, Jennifer La, Theodore C. Feldman, Feng-Chi Sung, Robert B. Hall, Vinh Nguyen, Nicholas Link, Robert Zwolinski, Svitlana Dipietro, Steven J. Miller, Anahit Aleksanyan, Sergey D. Goryachev, Paul Corcoran, Steven J. Bergstrom, Michael A. Parenteau, Robert S. Sprague, David J. Thornton, Jane A. Driver, Judith M. Strymish, Stewart Evans, Benjamin Colonna, Mary T. Brophy, Nhan V. Do† Equal first authorship Journal of the American Medical Informatics Association27(11), 1716-1720 COVID-19 Occupational Health Patient Tracking Contact Tracing Health Informatics
