| 2019 | The Use of Inter-terminology Maps for the Creation and Maintenance of Value Sets. | Kin Wah Fung, Julia Xu, Sigfried Gold |
| 2019 | Conversion of a Complex Legacy Antimicrobial Stewardship Clinical Decision Support System into Epic. | Brian K. Fung, Evan Draper, James Steckelberg, Abinash Virk, Sara Ausman, Sarah Lessard, Aaron Tande, Lynn L. Estes |
| 2019 | Incorporating Social Determinants of Health in Electronic Health Records (EHRs): A Qualitative Study of Perspectives among EHR Vendors. | Maysoun Freij, Prashila Dullabh, Sarah Lewis, Scott R. Smith, Lauren S. Hovey, Rina V. Dhopeshwarkar |
| 2019 | Evaluating the performance of a general diagnostic decision support system on case data from urgent cardiology admissions. | Hamish S. Fraser |
| 2019 | SNOMED CT: Interoperable but silos remain between medicine and nursing. | Daniel Fraczkowski, Andrew D. Boyd, Karen Dunn Lopez |
| 2019 | mHealth for Weight Management Among Breast Cancer Survivors from Vulnerable Populations. | Marva Foster, Lauren Oshry, Lisa Quintiliani |
| 2019 | Analysis of Cognitive Workflows in Primary Care Chart Review. | Morgan Foreman, Yoonyoung Park, Jeff L. Sokolov, Sarah Miller, Paul C. Tang, Amar K. Das |
| 2019 | Towards machine-learning informed early detection of dementia in UK primary care. | Elizabeth Ford, Johannes Starlinger |
| 2019 | Immune-Related Adverse Events of Checkpoint Inhibitors. | Paul A. Fontelo, Fang Liu |
| 2019 | Presecription opioid tapering: Mining structured and unstructured data. | Samah J. Fodeh, Jennifer Edelman, William Becker, Cynthia Brandt, Sally Haskell |
| 2019 | Engaging Pharmacists to Crowdsource a Fine-grained Medication Risk Scale: An Initial Measurement Study Using Paired Comparisons of Medications. | Allen J. Flynn, Greg Farris, George Meng, Jack Allan, Sara Kurosu, Natalie Lampa, Koki Sasagawa |
| 2019 | An Analytical Approach for Improving Patient-centric Delivery of Dialysis Services. | Rosie Fleming, Daniel Gartner, Rema Padman, Dafydd James |
| 2019 | Generating Synthetic Control Patients Using Machine Learning for Alzheimer's Disease Clinical Trials. | Charles K. Fisher, Yannick Pouliot, Aaron M. Smith, Jonathan R. Walsh |
| 2019 | Exploring Marijuana Use in Patients Suffering from Pain. | Dezon Finch, Stephen L. Luther |
| 2019 | Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data. | Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss |
| 2019 | Aiding in the Identification of Acute Respiratory Distress Syndrome (ARDS) from Radiograph Reports using Natural Language Processing. | Jeffrey P. Ferraro, Jason R. Jacobs, Ithan D. Peltan, Michael Lanspa, Raj Srivastava, Colin K. Grissom |
| 2019 | Perceived Usefulness and Acceptance of Communication Support System in Laparoscopic Surgery. | Yuanyuan Feng, Jatin Chhikara, Jordan A. Ramsey, Helena M. Mentis |
| 2019 | Longitudinal analysis of social and behavioral determinants of health in the EHR: exploring the impact of patient trajectories and documentation practices. | Daniel J. Feller, Jason Zucker, Oliver J. Bear Don't Walk IV, Michael T. Yin, Peter Gordon, Noemie Elhadad |
| 2019 | Tracking AMIA Health Informatics Educational Domains: Lessons Learned from a Pilot Test. | Sue S. Feldman, Suzanne A. Boren, David Moxley, Courtney Garza, Eta S. Berner |
| 2019 | Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use. | Termeh Feinberg, Joseph L. Goulet, Amy C. Justice, Samah Jamal Fodeh, Lori Bastian, Qing T. Zeng, Cynthia Brandt |
| 2019 | Tuning and Evaluating a State-of-the-Art Machine Comprehension Model for Clinical Why-Question Answering. | Jungwei Fan |
| 2019 | Growing Disparities in Use of Policy-Supported eHealth Tools. | Jordan Everson, Evan Butler, Nicole Senft |
| 2019 | EHR Sequencing: A Novel Approach for Constructing Predictive and Interpretable Data Representations from EHR Data. | Hossein Estiri, Thomas H. McCoy, Shawn N. Murphy |
| 2019 | Towards Optimizing Usability in e-Government Healthcare Administration Systems: Recommendations from a Comprehensive Evaluation Study. | Forhan B. Emdad, Gnes Koru |
| 2019 | Learning Across a Healthcare Data Network to Improve Model Robustness and Evidence Reliability. | Nomie Elhadad, Iigo Urteaga, Alison Callahan, Jenna Reps, Patrick B. Ryan |