| 2019 | Towards Interpretable Skin Lesion Classification with Deep Learning Models. | Alec Xiang, Fei Wang |
| 2019 | User engagement with web-based genomics education videos and implications for designing scalable patient education materials. | Julia Wynn, Wei Wei, Xinhang Li, Yat So, Suzanne R. Bakken, Chunhua Weng, Wendy K. Chung |
| 2019 | Predicting Length of ICU Stay via Random Forest. | Jingyi Wu, Ke Lin, Yu Lin, Yonghua Hu, Guilan Kong |
| 2019 | Identifying documented medical non-adherence from clinical notes using natural language processing. | Joy T. Wu, David W. Grant, Shrey Lakhotia, Patrick D. Tyler, Daniel F. Gruhl, Chaitanya Shivade, Sebastian Gehrmann, Leo A. Celi |
| 2019 | Combining Publicly-Available and Electronic Health Record Data to Reposition Drugs. | Patrick Wu, QiPing Feng, Joshua C. Denny, Wei-Qi Wei |
| 2019 | Recommendations for a Medical Device Knowledge Base. | Melinda Wong, Karen Bavuso, Emily Man Wai Chan, Martin Schotel, Saverio M. Maviglia, Roberto A. Rocha |
| 2019 | Discovery of Nurse-Patient Assignment in Medication Dispensing Data. | Dana M. Womack, Michelle R. Hribar, Paul Gorman |
| 2019 | Using GPS to Locate the Missing and Track Wandering in People with Alzheimer's Disease. | Janusz Wojtusiak, Reyhaneh Mogharab Nia, U. Nalla B. Durai, Beverly Middle, Robert Koester, Catherine Tompkins |
| 2019 | Motivation and Barriers to Using the Veterans Health Information Exchange: A Survey of Veterans Affairs 'Superusers'. | Kristen Wing, Omar Bouhaddou, Nelson Hsing, Carolyn L. Turvey, Dawn M. Klein, Joseph R. Nelson, Margaret Donahue |
| 2019 | Exploration of the Dental Informatics Working Group in the American Medical Informatics Association. | Karmen S. Williams, Neel A. Shimpi |
| 2019 | Automated Discovery of Common Data Elements in HIV Clinical Trials Using an Interaction Network. | Nick Williams, Sigfried Gold, Vojtech Huser, Kin Wah Fung, Craig S. Mayer |
| 2019 | Using natural language processing to detect opioid use disorder in the emergency department. | Kevin K. Wiley, Casey Balio, Marion Greene, Joshua R. Vest |
| 2019 | Towards augmenting structured EHR data: a comparison of manual chart review and patient self-report. | Nicole Gray Weiskopf, Aaron M. Cohen, Joely Hannan, Thad Jarmon, David A. Dorr |
| 2019 | Relation Extraction from Clinical Narratives Using Pre-trained Language Models. | Qiang Wei, Zongcheng Ji, Yuqi Si, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Stephen Wu, Cui Tao, Kirk Roberts, Hua Xu |
| 2019 | medExtractR: A medication extraction algorithm for electronic health records using the R programming language. | Hannah L. Weeks, Cole Beck, Elizabeth McNeer, Cosmin Adrian Bejan, Joshua C. Denny, Leena Choi |
| 2019 | Great expectations: patient response to portal invitations to contribute to their electronic medical records. | Emily C. Webber, Courtney Hines, Leiza Schmoll, Danyelle Binko, Jason Schaffer, Seung Park |
| 2019 | Scalable Process to Generate Aggregated Patient Data for Analysis. | Nich Wattanasin, Taowei David Wang, Vivian S. Gainer, Shawn N. Murphy |
| 2019 | Implementing the VMC specification to reduce ambiguity in genomic variant representation. | Michael T. Watkins, Shawn Rynearson, Alex Henrie, Karen Eilbeck |
| 2019 | Analysis and Resolution of Medication Terminology Errors to Achieve Semantic Interoperability between the Department of Veterans Affairs and Department of Defense. | Pradnya P. Warnekar, Jaqui Parker, Carol A. Bean, Daniel Territo, Lauren Thompson |
| 2019 | CLAMP-ATR: A deep learning pipeline for attribute recognition of clinical concepts. | Jingqi Wang, Yaoyun Zhang, Hua Xu |
| 2019 | Clinical Use of an Information Retrieval Framework for Cohort Discovery from Electronic Health Records. | Yanshan Wang, Andrew Wen, Sijia Liu, Jennifer L. St. Sauver, Adil E. Bharucha, Chunhua Weng, Hongfang Liu |
| 2019 | Achievability to Extract Specific Date Information for Cancer Research. | Liwei Wang, Jason A. Wampfler, Angela Dispenzieri, Hua Xu, Ping Yang, Hongfang Liu |
| 2019 | Trajectories of Functional Status of Cognitively-impaired Patients in EHRs. | Yanshan Wang, Sunghwan Sohn |
| 2019 | Integrative workflow for lung cancer clinical decision support: needs and opportunities. | Jinglu Wang, Yalini Senathirajah |
| 2019 | Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. | Liqin Wang, Suzanne V. Blackley, Carlos A. Ortega, Diane L. Seger, Zfania Tom Korach, Kenneth H. Lai, Foster R. Goss, Paige G. Wickner, Kimberly G. Blumenthal, Li Zhou |