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Chao Yan
Chao Yan
Instructor at DBMI, VUMC; CS PhD from Vanderbilt U
Bestätigte E-Mail-Adresse bei vumc.org
Titel
Zitiert von
Zitiert von
Jahr
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
1272020
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
902020
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
802022
Membership Inference Attacks Against Synthetic Health Data
Z Zhang, C Yan, BA Malin
Journal of Biomedical Informatics, 103977, 2021
732021
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
682022
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
612020
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
442020
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
272014
Predicting next day discharge via electronic health record access logs
X Zhang*, C Yan*, B Malin, M Patel, Y Chen
Journal of the American Medical Informatics Association, 2021
242021
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
202021
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
202020
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
202014
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
192018
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
192017
XGBoost Imputation for Time Series Data
X Zhang, C Yan, C Gao, B Malin, Y Chen
IEEE International Conference on Healthcare Informatics (ICHI), 2019
162019
The Public Perception of the# GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study
C Ni, Z Wan, C Yan, Y Liu, EW Clayton, B Malin, Z Yin
Journal of medical Internet research 24 (3), e31687, 2022
152022
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
152019
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
152017
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
152016
Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study
Y Liu, Z Yin, C Ni, C Yan, Z Wan, B Malin
Journal of Medical Internet Research 25, e42985, 2023
142023
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