| 2018 | Hierarchical Attention-Based Prediction Model for Discovering the Persistence of Chronic Opioid Therapy from a large Clinical Dataset. | Ramn Maldonado, Mark Sullivan, Meliha Yetisgen, Sanda M. Harabagiu |
| 2018 | Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research. | Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs |
| 2018 | Network Analysis of EHR Interactions to Identify 360° Evaluators. | Mark V. Mai, Evan W. Orenstein |
| 2018 | Towards Better Understanding of Treatments Patterns for Patients with Inflammatory Bowel disease. | Malika Mahoui, Krista Schroeder, Stuart Morton, April Naegeli, Jochen Schmitz, James Canavan |
| 2018 | Usability Evaluation of an Electronic Dental Record. | Andrea Mahnke, Alok Sagar Panny, Sara Cooper, Kelsey M. Schwei, Amit Acharya |
| 2018 | Evaluation of Locally Defined Laboratory Test Names within an Electronic Medical Record System. | Sina Madani, Bryant Ferguson, Scott D. Nelson, Asli O. Weitkamp |
| 2018 | Detecting Technical Image Quality in Radiology Reports. | Thusitha De Silva Mabotuwana, Varun Bhandarkar, Christopher S. Hall, Martin L. Gunn |
| 2018 | Monitoring Opioid Prescribing Behavior. | Jason A. Lyman, Bryan Thorne, Rena Morse, David Ling |
| 2018 | Using Neural Multi-task Learning to Extract Substance Abuse Information from Clinical Notes. | Kevin Lybarger, Meliha Yetisgen, Mari Ostendorf |
| 2018 | Experimenting new search and user interface in PubMed Labs. | Zhiyong Lu, Nicolas Fiorini |
| 2018 | Improving Spelling Correction with Consumer Health Terminology. | Chris J. Lu, Dina Demner-Fushman |
| 2018 | Analysis of Public Health Guidance for Infectious Diseases to Enable Location-Aware Clinical Decision Support. | Jean F. Louis, Leah R. Yingling, Guilherme Del Fiol, Catherine J. Staes |
| 2018 | Visualizations to Enhance Communication of Symptom Information for Patients and Providers: A Systematic Review. | Maichou Lor, Theresa A. Koleck, Suzanne R. Bakken |
| 2018 | Informatics Challenges, Solutions, and Opportunities for Public Health Electronic Case Reporting. | John W. Loonsk, Catherine J. Staes, Joe Jackson, John Stamm |
| 2018 | CDA-compliant section annotation of German-language discharge summaries: Guideline development, annotation campaign, section classification. | Christina Lohr, Stephanie Luther, Franz Matthies, Udo Hahn |
| 2018 | A "bottom up" data driven approach to curating electronic order sets. | Ron C. Li, Jason K. Wang, Christopher D. Sharp, Jonathan H. Chen |
| 2018 | Dynamic Questionnaire Generation for Efficient Patient Search of Trials. | Cong Liu, Chi Yuan, Eric Pua, Paul Harris, Chunhua Weng |
| 2018 | Detecting the Presence of an Individual in Phenotypic Summary Data. | Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin |
| 2018 | Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study. | Siru Liu, Jialin Liu, Yong Li |
| 2018 | Using Convolutional Neural Networks to Support Insertion of New Concepts into SNOMED CT. | Hao Liu, James Geller, Michael Halper, Yehoshua Perl |
| 2018 | Detection of Healthcare-Associated Infections Using Electronic Health Record Data. | Siru Liu, Jeffrey P. Ferraro, Adi V. Gundlapalli, Wendy W. Chapman, Brian T. Bucher |
| 2018 | Discovering Biomarker Interactions in Cancer Publications. | Fang Liu, Paul A. Fontelo |
| 2018 | Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models. | Ke Lin, Junqing Xie, Guilan Kong |
| 2018 | Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics. | Wei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, Abigail Huang, Michael F. Chiang |
| 2018 | Scalable Electronic Phenotyping For Studying Patient Comorbidities. | Albee Y. Ling, Emily Alsentzer, Josephine Chen, Juan M. Banda, Suzanne Tamang, Evan P. Minty |