| 2022 | Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon. | Elise M. Russo, Allison B. McCoy, Thomas J. Reese, Cheryl M. Cobb, Neal Patel, Peter Shave, Adam Wright |
| 2022 | Evidence for How Clinicians Manage Drug-Drug Interactions in Clinical Practice and Associated Recommendations for Alert Design. | Alissa L. Russ-Jara, Karen J. Arthur, Nervana Elkhadragy, Julie Diiulio, Laura G. Militello, Amanda P. Ifeachor, Peter A. Glassman, Alan J. Zillich, Michael Weiner |
| 2022 | Unsupervised Learning to Profile Measles Outbreak Risk for US Counties. | Boshu Ru, Stephanie Kujawski, Amar Das, Nelson Afanador, Richard Baumgartner, Manjiri Pawaskar |
| 2022 | Using Electronic Patient-Reported Outcomes to Monitor Patients Between Visits: Tools and Lessons Across Four Medical Conditions. | Robert S. Rudin, Gita Mody, Daniel Solomon, Ruth Masterson Creber, Adriana Arcia |
| 2022 | Diffusion Tensor Imaging as a Biomarker for Pediatric Cardiac Arrest Outcomes. | Joy Roy, Rafael Ceschin, Danielle Devine, Ashok Panigrahy, Ericka Fink |
| 2022 | 30-day unplanned readmission risk model performance and the COVID-19 pandemic. | Bradley A. Rowland, Richa Bundy, Adam Moses, Ajay Dharod, Donna Williams |
| 2022 | Relationship Between Electronic Health Record Time and Ambulatory Quality of Care Metrics Among Primary Care Physicians. | Lisa S. Rotenstein, Richard Gitomer, Michael J. Healey, Daniel Horn, David Yut-Chee Ting, Stuart R. Lipsitz, Hojjat Salmasian, David W. Bates |
| 2022 | Work Patterns of Physicians and Advanced Practice Providers Vary Substantially Across Primary Care Versus Other Specialties. | Lisa S. Rotenstein, Nate C. Apathy, Susan Edgman-Levitan, Bruce E. Landon |
| 2022 | Explainability versus Accuracy to Engender Trust. | Angela Ross, Laila Rasmy, Degui Zhi, Kathleen McGrow |
| 2022 | Evaluation of the Impact of a 90-day Mortality Prediction Model Integrated in the EHR for Advanced Care Planning. | Lorenzo A. Rossi, Laura Roberts, Mariel Olivares, Amis Christian, Stefanie Mooney, Denise Morse, Finly Zachariah |
| 2022 | Fueling Diagnostic Performance Feedback: Development of an Online National Repository of Clinical Informatics Tools. | Benjamin I. Rosner, Grace Krueger, Glenn Rosenbluth, Andrew Auerbach, Julia Adler-Milstein |
| 2022 | Information Gathering in the EHR: Variability in Current Practice, Early Benchmarks, and the Creation of an Audit-Log Based Automated, Scalable Dashboard for Continuous Assessment and Learning. | Benjamin I. Rosner |
| 2022 | Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes. | Christian Rose, Robert Thombley, Morteza Noshad, Ron Li, Wendy Lu, Heather A Clancy, David Schlessinger, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein |
| 2022 | Long-term accuracy of a hybrid model to automate triage for patients with dizziness. | Santiago Romero-Brufau, Adam Goulson, Gayla Poling, Devin McCaslin, Scott Eggers, Colin Driscoll, Kalyan S. Pasupathy, Jeffrey Staab |
| 2022 | Translating SDTM Terminology and OMOP Vocabularies using the UMLS. | William T. Roddy, Daniel Olson, Diane Corey, Ian Braun, Terrence McHugh, Emily Hartley, Smith Heavner, Ramona Walls |
| 2022 | Returning Study Results to Research Participants: Data Access, Format, and Sharing Preferences. | Stephanie Nio de Rivera, Sabrina Mangal, Annie C. Myers, Meghan Reading Turchioe, Ruth Masterson Creber |
| 2022 | Preferences For Research Data Access and Ethical Implications of Data Sharing Among Older Adults. | Stephanie Nio de Rivera, Sabrina Mangal, Annie C. Myers, Ruth Masterson Creber, Lydia Dugdale |
| 2022 | Provider Burden Associated with Documenting Clinical Care in EHRs: National Survey Findings. | Chelsea Richwine, Christian Johnson, Vaishali Patel |
| 2022 | Disparities in Patient Access to Electronic Health Information: The Role of Providers as Gatekeepers to Patient Portals. | Chelsea Richwine, Christian Johnson, Vaishali Patel |
| 2022 | Using Data Assimilation to Predict Post-Operative Bariatric Surgery Glycemic Status in Adolescents. | Lauren R. Richter, Benjamin Albert, Linying Zhang, Ilene Fennoy, David J. Albers, George Hripcsak |
| 2022 | Nudging Provider Adoption of Clinical Decision Support: Pilot Study of a Behavioral Economic-Inspired Electronic Health Record Tool. | Safiya Richardson, Katherine L. Dauber-Decker, Jeffrey Solomon, Pradeep Seelamneni, Dee Luo, Sundas Khan, Douglas P. Barnaby, John Chelico, Guang Qiu, Yan Liu, Shreya Sanghani, Devin M. Mann, Renee Pekmezaris, Thomas G. McGinn, Michael Diefenbach |
| 2022 | A Hybrid Approach to Semi-automate the Evaluation of the Certainty of Evidence for Living Systematic Reviews and Meta-analysis. | Irbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mahnoor Islam, Mohammad Hassan Murad, Hongfang Liu |
| 2022 | Evolution of Immunization Informatics Technical Standards for the COVID-19 Vaccination and Future Responses. | Faisal Reza, Stuart Myerburg, Christine Miner, Elizabeth Hurley, Danielle Henderson, Paloma L. Hawry |
| 2022 | Investigating the Interoperable Health App Ecosystem at the Start of the 21st Century Cures Act. | Tera L. Reynolds, Meghna Kaligotla, Kai Zheng |
| 2022 | Design, Implementation, and Usability of the Electronic Medical Record Search Engine (EMERSE) Tool. | Colby N. Reyes, Kai Zheng, David Hanauer |