| 2020 | Using semantic inferences to augment standard data definitions. | Karen M. Bavuso, Melinda Wong, Emily Man Wai Chan, Saverio M. Maviglia, Roberto A. Rocha |
| 2020 | Automated Detection of Herpes Zoster via Deep Learning. | Mrigendra M. Bastola, Craig Locatis, Paul A. Fontelo |
| 2020 | The Role of the Electronic Medical Record in Diagnostic Error and Delay: A Qualitative Study of Acute Care Clinician Insights. | Amelia K. Barwise, Aaron Leppin, Yue Dong, Ognjen Gajic, Brian W. Pickering, Ashok Kumbamu |
| 2020 | Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context. | Paul Barry, Sam Henry, Meliha Yetisgen, Bridget T. McInnes, zlem Uzuner |
| 2020 | Monitoring a Viral Epidemic through Informatics: The Race to Get Ahead with Terminologies. | Pamela Banning, Dannie Greenlee, Sarah Sontum, Precious Faith H. Porter, Amanda Steffon |
| 2020 | Insurance Status and Hospital Mortality: Reassessing the Insurance-Mortality Relationship Using APACHE IV Severity Score. | Natasha Baloch, Eduardo Oliveira |
| 2020 | The Impact of Order Set Implementation on Inappropriate Titer Ordering and Vaccinations. | Kamel Azhar, Wilson Ching, Andrew Boyd, Karl Kochendorfer |
| 2020 | Adversarially-Learned Balancing Weights for Causal Inference. | Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte |
| 2020 | Tasks Associated With Extreme After-hours EHR Use Among Ambulatory Care Pediatricians. | Selasi Attipoe, Yungui Huang, Sharon B. Schweikhart, Jennifer L. Hefner, Daniel M. Walker, Steven W. Rust, Jeffrey Hoffman, Simon M. Lin |
| 2020 | Dental Visits & Expenditures in Older Adults Utilizing In-Home Healthcare. | Adejare (Jay) Atanda, Paul Fontelo, Shadokht Boroumand, Darien Weatherspoon, Bruce A. Dye |
| 2020 | Clinical Trial Alert Worklists for the Emergency Department. | Phillip V. Asaro, Stacey L. House |
| 2020 | Heuristic Evaluation of a Mobile Application for Caregivers About the Functional Stages of Dementia. | Adriana Arcia, Laura E. Britton |
| 2020 | Depression in the App Stores: A Review and Standardized Rating of Apps for Depression, including Postpartum Depression. | Katerina Andreadis, Mariam A. Mohsin, Xiaoyue Xiao, Xueting Zhang, Meghan Reading Turchioe, Ruth Masterson Creber |
| 2020 | Hekademeia: Sustainable Research Technology Infrastructure for Persistent Project Access Across Funding Gaps. | Blake Anderson, Blaine Reeder |
| 2020 | Prevalence of Potential Multi-Drug Interactions in Ambulatory Patients. | Tara V. Anand, Brendan K. Wallace, Herbert Chase |
| 2020 | Towards motor evaluation of Parkinson's Disease Patients using wearable inertial sensors. | Vibha Anand, Erhan Bilal, Bryan Ho |
| 2020 | Contextual Embeddings from Clinical Notes Improves Prediction of Sepsis. | Fatemeh Amrollahi, Supreeth P. Shashikumar, Fereshteh Razmi, Shamim Nemati |
| 2020 | Saving Time for Patient Care by Optimizing Physicians' Notes Templates. | Rana Alissa, Kendall Webb |
| 2020 | To Text or Not to Text? That is the Question. | Gregory L. Alexander, Riley Harrell, Sue Shumate, Mason Rothert, Amy A. Vogelsmeier, Lori L. Popejoy, Marilyn Rantz |
| 2020 | Informatics Challenges of COVID-19 Crisis: A Comprehensive Response from An Academic Health System. | Alexander V. Alekseyenko, Leslie A. Lenert |
| 2020 | Informatics Architecture for Phenotyped Microbiome Data Generation from Just-in-Time Clinical Microbiology Specimens from CTSA Network Producers. | Alexander V. Alekseyenko |
| 2020 | Lessons learned from assimilating knowledge into machine learning to forecast and control glucose in a critical care setting. | David J. Albers, Melike Sirlanci Tuysuzoglu, Matthew E. Levine, Caroline Der Nigoghossian, Andrew M. Stuart, Jan Claassen, Bruce J. Gluckman, George Hripcsak |
| 2020 | A Decade of Vaping: Identifying Shifts in Clinical Documentation and Terminology in the Department of Veterans Affairs (2010-2020). | Patrick R. Alba, Olga V. Patterson, Mike Conway |
| 2020 | Investigating Drivers for Mental Health Related Recidivist Visits via Association Rule Data Mining. | Patricia E. Alafaireet, Howard L. Houghton, Min Kim |
| 2020 | Drug Repositioning for Colorectal Cancer Patient Subgroups Using Exploratory Mining and Network Analysis. | Zainab Al-Taie, Danlu Liu, Christos Papageorgiou, Jussuf T. Kaifi, Jonathan B. Mitchem, Chi-Ren Shyu |