| 2021 | AMIA | Deep Significance Clustering (DICE) a Heterogenous Population. | Yufang Huang, Yifan Liu, Peter A. D. Steel, Kelly M. Axsom, John R. Lee, Sri Lekha Tummalapalli, Alison Hermann, Rochelle Joly, Fei Wang, Jyotishman Pathak, Lakshminarayanan Subramanian, Yiye Zhang |
| 2021 | AMIA | Impact of Social Determinants of Health on Predictive Models in 30-Day Hospital Readmission or Death for Patients with Severe Obesity. | Marianne Sharko, Yongkang Zhang, Yiye Zhang, Evan Sholle, Sajjad Abedian, Meghan Reading Turchioe, Jessica S. Ancker |
| 2021 | AMIA | Prescribing Pharmacogenomics Testing: Analyzing the Acceptance of Healthcare Providers through a Survey Study. | Mohit Manoj Sharma, Yonaka Harris, Yiye Zhang, Jyotishman Pathak |
| 2021 | AMIA | MyEDCare: Evaluation of a Smartphone-based Emergency Department Discharge Process. | Peter A. D. Steel, Dvid Bodnr, Maryellen Bonito, Jane Torres-Lavoro, Dona Bou Eid, Andrew Jacobowitz, Yifan Liu, Amos Shemesh, Robert Tanouye, Patrick Rumble, Daniel Dicello, Rahul Sharma, Brenna Farmer, Sandra Pomerantz, Yiye Zhang |
| 2020 | AMIA | Provider perspectives on the clinical utility of using a risk prediction tool for postpartum depression. | Annie C. Myers, Fariha Ahsan, Rochelle Joly, Alison Hermann, Yiye Zhang, Michael Laskoff, Jyotishman Pathak, Meghan Reading Turchioe |
| 2020 | AMIA | Identification of Alzheimer's Disease Subtypes from Electronic Health Records Using a Data-Driven Approach. | Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal S. Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak |
| 2020 | AMIA | Data-Driven Clinical Decision Support for Computerized Physician Order Entry: Development, Evaluation, and Implementation. | Yiye Zhang, Jonathan H. Chen, Adam Wright, Jessica S. Ancker, Marc Tobias |
| 2020 | COLING | Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer. | Yufang Huang, Wentao Zhu, Deyi Xiong, Yiye Zhang, Changjian Hu, Feiyu Xu |
| 2019 | AMIA | A Survey of Clinicians' Perception of Pharmacogenomics Testing for Antidepressants. | Yiye Zhang, Yonaka Harris, George Alexopoulos, Adam Stracher, Elizabeth Ross, Rainu Kaushal, Jyotishman Pathak |
| 2019 | AMIA | Informatics approaches to collecting, analyzing, and addressing social determinants of health in healthcare. | Yiye Zhang, Evan Sholle, Marianne Sharko, Yongkang Zhang, Jessica S. Ancker |
| 2018 | AMIA | Augmenting community-level social determinants of health data with individual-level survey data. | Min-hyung Kim, Yiye Zhang, Jessica S. Ancker |
| 2018 | AMIA | Data-driven Optimization of Order Sets Within an Electronic Health Record System. | Tahir Rizvi, Soyeon Yoon, Hao Shi, Hyun Nam Su, Huaizhu O. Gao, Victoria Tiase, Robert Leviton, Yiye Zhang |
| 2017 | AMIA | Redesigning the "Choice Architecture" of the EHR to Reduce Clinical Decision Support Burden. | Jessica S. Ancker, Sameer Malhotra, Yiye Zhang, Adam D. Cheriff |
| 2017 | AMIA | Revision of Order Sets Using Experts' Knowledge and Data-Driven Evidence. | Yiye Zhang, Richard Trepp, Jorge M. Luna, David K. Vawdrey, Victoria Tiase |
| 2016 | AMIA | Data-driven Clinical Pathway Learning and Outcomes Prediction for Chronic Kidney Disease. | Yiye Zhang, Rema Padman |
| 2015 | AIME | Data Driven Order Set Development Using Metaheuristic Optimization. | Yiye Zhang, Rema Padman |
| 2015 | ICIS | Workload Reduction Through Usability Improvement of Hospital Information Systems - The Case of Order Set Optimization. | Daniel Gartner, Yiye Zhang, Rema Padman |
| 2014 | AMIA | On Learning and Visualizing Practice-based Clinical Pathways for Chronic Kidney Disease. | Yiye Zhang, Rema Padman, Larry A. Wasserman |
| 2012 | AMIA | Data-driven Order Set Generation and Evaluation in the Pediatric Environment. | Yiye Zhang, James E. Levin, Rema Padman |