| Predicting missing values in medical data via XGBoost regression X Zhang, C Yan, C Gao, BA Malin, Y Chen Journal of healthcare informatics research 4, 383-394, 2020 | 84 | 2020 |
| Collaboration structures in COVID-19 critical care: retrospective network analysis study C Yan, X Zhang, C Gao, E Wilfong, J Casey, D France, Y Gong, M Patel, ... JMIR human factors 8 (1), e25724, 2021 | 16 | 2021 |
| Predicting next-day discharge via electronic health record access logs X Zhang, C Yan, BA Malin, MB Patel, Y Chen Journal of the American Medical Informatics Association 28 (12), 2670-2680, 2021 | 13 | 2021 |
| XGBoost imputation for time series data X Zhang, C Yan, C Gao, B Malin, Y Chen 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019 | 10 | 2019 |
| Learning tasks of pediatric providers from electronic health record audit logs B Jones, X Zhang, BA Malin, Y Chen AMIA Annual Symposium Proceedings 2020, 612, 2020 | 7 | 2020 |
| Differences in health professionals’ engagement with electronic health records based on inpatient race and ethnicity C Yan, X Zhang, Y Yang, K Kang, MC Were, P Embí, MB Patel, BA Malin, ... JAMA network open 6 (10), e2336383-e2336383, 2023 | 5 | 2023 |
| Deep imputation of temporal data C Yan, C Gao, X Zhang, Y Chen, B Malin 2019 IEEE International Conference on Healthcare Informatics (ICHI), 1-3, 2019 | 5 | 2019 |
| Forecasting the future clinical events of a patient through contrastive learning Z Zhang, C Yan, X Zhang, SL Nyemba, BA Malin Journal of the American Medical Informatics Association 29 (9), 1584-1592, 2022 | 4 | 2022 |
| How adversarial assumptions influence re-identification risk measures: A COVID-19 case study X Zhang, Z Wan, C Yan, JT Brown, W Xia, A Gkoulalas-Divanis, ... International Conference on Privacy in Statistical Databases, 361-374, 2022 | 2 | 2022 |
| Inferring EHR utilization workflows through audit logs X Zhang, Y Zhao, C Yan, T Derr, Y Chen AMIA Annual Symposium Proceedings 2022, 1247, 2022 | 1 | 2022 |
| Cardiometabolic Improvements After Metabolic Surgery and Related Presurgery Factors L Wang, MT O’Brien, X Zhang, Y Chen, WJ English, B Williams, M Spann, ... Journal of the Endocrine Society 8 (5), bvae027, 2024 | | 2024 |
| Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients X Zhang, K Kang, C Yan, Y Feng, S Vandekar, D Yu, ST Rosenbloom, ... medRxiv, 2024.01. 20.24301550, 2024 | | 2024 |
| Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics Z Li, C Yan, X Zhang, G Gharibi, Z Yin, X Jiang, BA Malin AMIA Annual Symposium Proceedings 2023, 1047, 2023 | | 2023 |
Chao YanPostdoc of DBMI, VUMC; CS PhD of Vanderbilt UVerified email at vumc.org
