| 2021 | Responding to a Crisis of Veteran Suicide QUICkly: A Qualitative Interdisciplinary Collaboration. | Andrea F. Kalvesmaki, Alec Chapman, Kelly S. Peterson, Mary Jo Pugh, Makoto Jones, Theresa Gleason |
| 2021 | Keys to a Successful Public Health Information System Implementation: Experience with COVID-19 Vaccine Ordering System Development and Implementation Across the United States. | Roua El Kalach, Lori Moore, Ulrica Andujar |
| 2021 | Perceptions on Granular Data Sharing in Behavioral Health Populations. | Tina Kaing, George Karway, Julia Ivanova, Anita C. Murcko, Michael Franczak, Mary Jo Whitfield, Adela Grando |
| 2021 | Exploring Effectiveness of Domain and Task-Adaptive Pretraining for Clinical Information Extraction. | Venkata Joopudi, Ananya Poddar, Bharath Dandala, Ching-Huei Tsou |
| 2021 | Gene-Based Analysis Reveals Sex-Specific Genetic Risk Factors of COPD. | Jaehyun Joo, Blanca E. Himes |
| 2021 | Unsupervised characterization of Major Depressive Disorder medication treatment pathways. | Barrett Jones, Colin G. Walsh |
| 2021 | Clinical Research Coordinators' Perceptions of Electronic Data Capture Systems Adopted in Clinical Research. | Michelle E. Johnson, Fei Yu |
| 2021 | Learning Predictive and Interpretable Timeseries Summaries from ICU Data. | Nari Johnson, Sonali Parbhoo, Andrew Slavin Ross, Finale Doshi-Velez |
| 2021 | Patient-Specific Modeling with Lazy Random Forest (LazyRF). | Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran |
| 2021 | Leveraging precisionFDA and Synthetic Data to Improve Veteran Healthcare. | Bocheng Jing, Anish Prasanna, Elaine Johanson, Sarah Stephens, Samir Lababidi, Ezekiel J. Maier, Amanda Purnell |
| 2021 | A clinical decision support system (CDSS) ontology to facilitate portable vaccination CDSS rules: preliminary results. | Xia Jing, Hua Min, Yang Gong, James J. Cimino, David Robinson, Dean F. Sittig, Paul G. Biondich, Adam Wright, Christian Nhr, Timothy Law, Arild Faxvaag, Akash Indani, Nina C. Hubig, Ronald W. Gimbel, Lior Rennert |
| 2021 | Privacy-Preserving Federated Biomedical Data Analysis. | Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado |
| 2021 | Discovering Drug-Drug Interactions in COVID-19 Patients. | Eugene Jeong, Anna K. Person, Joanna L. Stollings, Lang Li, You Chen |
| 2021 | Utility of the Observational Medical Outcomes Partnership Common Data Model for Representation of Non-Query Data Mappings in the Arden Syntax. | Robert A. Jenders |
| 2021 | Proven Methodologies for Accelerating Adoption of HL7 FHIR. | Charles Jaffe, Steven Z. Kassakian, Viet Nguyen, Anna Taylor |
| 2021 | Semantic Expansion of Clinician Generated Data Preferences for Automatic Patient Data Summarization. | Ashutosh Jadhav, Tyler Baldwin, Joy T. Wu, Vandana V. Mukherjee, Tanveer F. Syeda-Mahmood |
| 2021 | Challenges and Opportunities of Information Technology Adoption by the Caregivers of Home Care Patients. | Onimi Jademi, Abir Rahman, Gnes Koru |
| 2021 | A Proposed Patient-Inclusive Methodology for Developing and Validating Telehealth Surveys that Include Social Determinants of Health. | Mitchell Izower, Zoe Liao, Jeongeun Kim, Yuri Quintana |
| 2021 | Medical Curriculum Elective to Integrate Clinical Analytics and Artificial Intelligence in Preparing Physicians for the Digitally Enabled Practice. | Miriam Isola, Radhika Sreedhar, Linda F. Chang, Tushar Patel, Max Anderson, Jacob Krive |
| 2021 | A Federated Mining Approach on Predicting Diabetes-Related Complications: Demonstration Using Real-World Clinical Data. | Humayera Islam, Abu Saleh Mohammad Mosa |
| 2021 | NLM-Chem, a Gold-Standard Corpus for Chemical Entity Recognition in PubMed Full Text Literature. | Rezarta Islamaj, Robert Leaman, David Cissel, Cathleen Coss, Carol Fisher, Rob Guzman, Preeti Gokal Kochar, Dorothy Trinh, Deborah Whitman, Keiko Sekiya, Zhiyong Lu |
| 2021 | TeamTat: A Collaborative Text Annotation Tool for Creating Gold-Standard Corpora. | Rezarta Islamaj, Dongseop Kwon, Sun Kim, Zhiyong Lu |
| 2021 | Tuberculosis treatment support tools: Iterative refinement based on a mixed-method randomized controlled pilot study and usability testing. | Sarah J. Iribarren, Kyle Goodwin, Alex Stabile, Alfie Vidrio, Rebecca Schnall, George Demiris |
| 2021 | A Data-Driven Algorithm to Recommend Initial Clinical Workup for Outpatient Specialty Referral. | Wui Ip, Priya Prahalad, Jonathan Palma, Jonathan H. Chen |
| 2021 | Opportunities to Improve Social Determinants of Health Screening Implementation Through Training and Support for Providers: Implications for Health Information Technology. | Bradley E. Iott, Jessica Annette Pater, Shauna Wagner, Tammy Toscos, Tiffany C. Veinot |