| 2021 | Impact of Sex and Gender Disparities on Computational Phenotyping: A Potential Barrier to an Equitable Learning Health System. | Rebecca T. Levinson, Jennifer R. Malinowski, Luke V. Rasmussen, Suzette J. Bielinski, Vronique L. Roger, Quinn Stanton Wells, Laura K. Wiley |
| 2021 | VA's National Telehealth Program: Contrasting Telehealth Modalities used by Primary Care and Mental Health Specialties during the COVID-19 Pandemic. | Lucinda B. Leung, Lisa Rubinstein, Erin Jaske, Chelle L. Wheat, Karin Nelson, Bradford L. Felker |
| 2021 | Teaching Medical Students Health Care Failure Mode and Effect Analysis: A Case Study of Inpatient Pain Management Computerized Decision Support. | Blake J. Lesselroth, William Dudney, Juell Homco, Melissa Van Cain, Savanna Smith, Audrey Corbett |
| 2021 | Incidence and Impact of Missing Functional Elements on Information Comprehension using Audio and Text. | Gondy Leroy, David Kauchak, Nick Kloehn |
| 2021 | Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records. | Lauren A. Lepow, Braja Gopal Patra, Isotta Landi, Prakash Adekkanattu, Jyotishman Pathak, Mark Olfson, J. John Mann, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Priya Wickramaratne, Myrna Weissman, Benjamin S. Glicksberg, Alexander Charney |
| 2021 | Hybrid Ensemble-Rule Algorithm for Improved MEDLINE Sentence Boundary Detection. | Daniel X. Le, James G. Mork, Sameer Antani |
| 2021 | Predictive Modeling of Healthcare Utilization Metrics Identifies Adult Patients at High Risk for Suicide Attempt in the Primary Care Setting. | Katherine Lee, Colin G. Walsh |
| 2021 | Assessing Clinical Staff Usability & Satisfaction Before and After an Electronic Health Records Implementation Using Health-ITUES. | Rachel Y. Lee, Sarah Collins Rossetti, Jonathan Elias, Amanda J. Moy, Eugene Lucas, Jessica M. Schwartz, Erika L. Abramson, Jessica S. Ancker, Susan B. Bostwick, Kenrick Cato |
| 2021 | Strategies for Disease Containment: A Biological-Behavioral-Intervention Computational Informatics Framework. | Eva K. Lee, Yifan Liu, Fan Yuan, Ferdinand H. Pietz |
| 2021 | Evolving the PCORnet data pipeline for National COVID Cohort Collaborative (N3C). | Adam M. Lee, Marshall Clark, Sofia Z. Dard, Kellie M. Walters |
| 2021 | Long Covid: A Comprehensive Collection of Articles Regarding Long-Haul Symptoms in COVID-19 Survivors. | Robert Leaman, Qingyu Chen, Alexis Allot, Zhiyong Lu |
| 2021 | Improving MHC Class I Antigen Processing Prediction via Representation Learning and Cleavage Site-Specific Kernels. | Patrick J. Lawrence, Xia Ning |
| 2021 | A New Corpus for Clinical Findings in Radiology Reports. | Wilson Lau, David Wayne, Spencer Lewis, zlem Uzuner, Martin L. Gunn, Meliha Yetisgen |
| 2021 | Automatic Assignment of Radiology Examination Protocols Using Pre-trained Language Models with Knowledge Distillation. | Wilson Lau, Laura Aaltonen, Martin L. Gunn, Meliha Yetisgen |
| 2021 | COVID Deniers: Analyzing #Scamdemic and #Plandemic Tweets. | Heather D. Lanier, Sameh N. Saleh, Christoph U. Lehmann, Richard J. Medford |
| 2021 | Tracking the COVID-19 outbreak in India via Twitter. | Sahithi Lakamana, Abeed Sarker |
| 2021 | The COVID-19 Pandemic as Catalyst: The Acceleration of Registry Science in the 21st Century to Address Novel Challenges. | Steven E. Labkoff, Leon Rozenblit, Helen Burstein, Rachel L. Richesson |
| 2021 | Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups. | Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng |
| 2021 | Randomized user testing of recommender system clinical decision support. | Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen |
| 2021 | Challenges and Solutions to Promoting Evaluation Practices in Software Development Process within an Academic Medical Center. | Polina V. Kukhareva, Charlene R. Weir, Thomas J. Reese, Teresa Taft, Guilherme Del Fiol, Kensaku Kawamoto |
| 2021 | Trust and credibility of information sources related to COVID-19 among high-risk ethnically diverse adults at the onset of the New York City outbreak: A cross-sectional survey conducted via a community health portal. | Rita Kukafka, Mari Millery, Samuel Pan, Thomas B. Silverman |
| 2021 | Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision. | Bhavani Singh Agnikula Kshatriya, Nicolas A. Nunez, Manuel Gardea-Resendez, Euijung Ryu, Brandon J. Coombes, Sunyang Fu, Mark A. Frye, Joanna M. Biernacka, Yanshan Wang |
| 2021 | Building with CEDAR and Making Evidence More FAIR. | Peter Krautscheid, Kathy Mikk, Mario Tern, Edwin A. Lomotan |
| 2021 | Predicting Motor Responsiveness to Deep Brain Stimulation with Machine Learning. | Kevin J. Krause, Fenna Phibbs, Thomas Davis, Daniel Fabbri |
| 2021 | Understanding Enterprise Data Warehouses to Support Clinical and Translational Research: Initial Findings on Enterprise Information Technology Relationships, Data Governance, Workforce, and Cloud Computing. | Boyd M. Knosp, Catherine K. Craven, David A. Dorr, Elmer V. Bernstam, Thomas R. Campion Jr. |