| 2022 | Critical Contingency Plans for Rapid Identification and Intervention for Patients with Unusual Medical Conditions. | Julia K. W. Yarahuan, Andrew Capraro |
| 2022 | Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context. | Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu |
| 2022 | PhenoGene: Disease-gene prioritization using graph embedding on patient phenotypic profiles. | Shankai Yan, Ling Luo, Li Fang, Daniel Veltri, Andrew J. Oler, Rajarshi Ghosh, Chih-Hsuan Wei, Morgan Similuk, Kai Wang, Zhiyong Lu |
| 2022 | Clinical Informatics Educational Requirements in United States ACGME-Accredited Residency Programs. | Kevin Yang, Vinod E. Nambudiri |
| 2022 | Community champions as health informatics partners in co-production. | Connie Yang, Deepthi Mohanraj, Alexandra Dogbe, Ayah Idris, Joseph William Tan Garcia, Linda Janelle Chastine, Emily Bascom, Reggie Casanova-Perez, Janice Sabin, Wanda Pratt, Andrea L. Hartzler, Nadir Weibel |
| 2022 | Improving Cancer Drug Recognition Using Few-shot Transfer Learning. | Wenzhe Yang, Youngjun Kim, Timmy O'Connell, Xiang Zhou, Rong Chen |
| 2022 | Topic Analysis in Biomedical Informatics: A analysis of 20 years' of papers in Journal of Biomedical Informatics. | Yumeng Yang, Omer Anjum, Hua Xu |
| 2022 | Quantitative and Qualitative Evaluation of Provider Use of a Novel Machine Learning Model for Favorable Outcome Prediction. | Elisabeth Yang, Yin Aphinyanaphongs, Paawan Punjabi, Jonathan S. Austrian, Batia Mishan Wiesenfeld |
| 2022 | Nursing behavior recognition and presenteeism risk analysis using IoT sensing technology. | Keiko Yamashita, Shintaro Oyama, Teruhiko Suzuki, Yuji Sakamoto, Yoshinori Ideno, Satoshi Yamashita, Satomi Akagawa, Akiko Fujii, Kensaku Mori, Yoshimune Shiratori |
| 2022 | Benchmarking Emergency Department Triage Prediction Models with Machine Learning and Large Public Electronic Health Records. | Feng Xie, Jun Zhou, Jin Wee Lee, Mingrui Tan, Siqi Li, Logasan S/O Rajnthern, Marcel Lucas Chee, Bibhas Chakraborty, An-Kwok Ian Wong, Alon Dagan, Marcus Eng Hock Ong, Fei Gao, Nan Liu |
| 2022 | Exploring COVID-19 outreach strategies to promote vaccine equity: Lessons for healthcare systems. | Serena Jinchen Xie, Nicholas Mah, Andrea L. Hartzler |
| 2022 | Geospatial divide in real-world EHR data: Analytical workflow to assess regional biases and potential impact on health equity. | Serena Jinchen Xie, Flavia Kapos, Stephen J. Mooney, Sean D. Mooney, Kari A. Stephens, Andrea L. Hartzler, Abhishek Pratap |
| 2022 | Unraveling the "Other" Diagnosis of Suspected Suicide Attempts at Emergency Department using Natural Language Processing (NLP). | Yunyu Xiao, Haotan Zhang, Yu Hou, Chang Su, Fei Wang |
| 2022 | Improving Cell Type Classification in Histology Images with Active Learning. | Justin Xiang, Richard Bell, Matthew Brendel, Edward Schwarz, Fei Wang |
| 2022 | A Scalable Tool for Realistic Health Data Re-identification Risk Assessment. | Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin |
| 2022 | Streamlining Provider and Clerical Tasks into One View: Opioid Toolkit. | W. Kendall Wyatt |
| 2022 | Development of a Clinical Decision Support System to Predict Unplanned Cancer Readmissions. | Danny T. Y. Wu, Tripura Vithala, Hoang Vu, Chen Xin, Lezhi Li, Amy Roberto, Adam Alexander, Devendra Sohal, Thomas Herzog, James J. Lee |
| 2022 | Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings. | Yifan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen |
| 2022 | Using Health Forum Data to Assess User Needs for mHealth App Development: A Feasibility Study on Alzheimer's Disease. | Danny T. Y. Wu, Shwetha Bindhu, Catherine Xu |
| 2022 | Deploying and Validating a Portable Informatics Application to Track Resident Clinical Experience in a Pediatric Academic Medical Center. | Danny T. Y. Wu |
| 2022 | AUTO-PILOT: Development and Validation of a Tool to Extract Structured Data in Interfacility Transfer Paperwork. | Jesse O. Wrenn, Sara Lin, Jin Han, Ruth Reeves, Dax M. Westerman, Michael E. Matheny, Michael J. Ward |
| 2022 | Improving the Coverage of Food Allergy in Clinical Terminologies. | Mark Wlodarski, Shruti Sehgal, Firas H. Wehbe, Lucy A. Bilaver, Justin Starren, Ruchi Gupta |
| 2022 | Blood Order Set Modifications for Safer Transfusions. | Randy Winstead, Jennifer Andrews |
| 2022 | Successful rollout of a Transfusion Dashboard. | Randy Winstead, Jennifer Andrews |
| 2022 | Comprehensive Mapping of Presenting Symptoms in the Emergency Department and Inpatient Setting. | Christopher R. Wilson, Annie E. Bowles, Hannah Eyre, Scott L. DuVall, Olga V. Patterson |