| Ensuring electronic medical record simulation through better training, modeling, and evaluation Z Zhang*, C Yan*, D Mesa, J Sun, B Malin Journal of the American Medical Informatics Association 2020, 2020 | 60 | 2020 |
| 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 | 52 | 2020 |
| SynTEG: A Framework for Temporal Structured Electronic Health Data Simulation Z Zhang, C Yan, T Lasko, J Sun, B Malin Journal of the American Medical Informatics Association, 2020 | 31 | 2020 |
| An amoeboid algorithm for solving linear transportation problem C Gao, C Yan, Z Zhang, Y Hu, S Mahadevan, Y Deng Physica A: Statistical Mechanics and Its Applications 398, 179-186, 2014 | 26 | 2014 |
| Membership Inference Attacks Against Synthetic Health Data Z Zhang, C Yan, BA Malin Journal of Biomedical Informatics, 103977, 2021 | 24 | 2021 |
| Generating Electronic Health Records with Multiple Data Types and Constraints C Yan, Z Zhang, S Nyemba, B Malin American Medical Informatics Association (AMIA) 2020 Annual Symposium, 2020 | 23 | 2020 |
| A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models C Yan, Y Yan, Z Wan, Z Zhang, L Omberg, J Guinney, SD Mooney, ... Nature Communications, 2022 | 20 | 2022 |
| A bio-inspired algorithm for route selection in wireless sensor networks C Gao, C Yan, A Adamatzky, Y Deng IEEE Communications Letters 18 (11), 2019-2022, 2014 | 18 | 2014 |
| Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing C Yan, B Li, Y Vorobeychik, A Laszka, D Fabbri, B Malin 34th IEEE International Conference on Data Engineering (ICDE), 2018 | 16 | 2018 |
| A Game-Theoretic Approach for Alert Prioritization A Laszka, Y Vorobeychik, D Fabbri, C Yan, B Malin. AAAI Workshop on Artificial Intelligence for Cyber Security, 2017 | 16 | 2017 |
| 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 | 14 | 2021 |
| Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients C Yan, Y Chen, B Li, D Liebovitz, B Malin American Medical Informatics Association (AMIA) 2016 Annual Symposium …, 2016 | 14 | 2016 |
| Towards risk-aware artificial intelligence and machine learning systems: An overview X Zhang, FTS Chan, C Yan, I Bose Decision Support Systems 159, 113800, 2022 | 12 | 2022 |
| Database Audit Workload Prioritization via Game Theory C Yan, B Li, Y Vorobeychik, A Laszka, D Fabbri, B Malin ACM Transactions on Privacy and Security, 2019 | 12 | 2019 |
| Evaluation the Effectiveness of Auditing Rules for Electronic Health Record Systems M Hedda, C Yan, B Malin, D Fabbri American Medical Informatics Association (AMIA) 2017 Annual Symposium, 2017 | 11 | 2017 |
| Network Analysis Subtleties in ICU Structures and Outcomes Y Chen, C Yan, M Patel American Journal of Respiratory and Critical Care Medicine (AJRCCM), 2020 | 10 | 2020 |
| XGBoost Imputation for Time Series Data X Zhang, C Yan, C Gao, B Malin, Y Chen IEEE International Conference on Healthcare Informatics (ICHI), 2019 | 10 | 2019 |
| Biomedical Research Cohort Membership Disclosure on Social Media Y Liu, C Yan, Z Yin, Z Wan, W Xia, M Kantarcioglu, Y Vorobeychik, ... American Medical Informatics Association (AMIA) 2019 Annual Symposium, 2019 | 9 | 2019 |
| Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning L Tong, A Laszka, C Yan, N Zhang, Y Vorobeychik Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020), 2020 | 8 | 2020 |
| To Warn or Not to Warn: Online Signaling in Audit Games C Yan, H Xu, Y Vorobeychik, B Li, D Fabbri, B Malin 36th IEEE International Conference on Data Engineering (ICDE), 2020 | 8 | 2020 |
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
