Prati
Xinmeng Zhang
Xinmeng Zhang
PhD student, Vanderbilt University, Computer Science Department
Potvrđena adresa e-pošte na vanderbilt.edu
Naslov
Citirano
Citirano
Godina
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
792020
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
162021
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
132021
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
102019
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
72020
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
52023
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
52019
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
42022
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
22022
Inferring EHR utilization workflows through audit logs
X Zhang, Y Zhao, C Yan, T Derr, Y Chen
AMIA Annual Symposium Proceedings 2022, 1247, 2022
12022
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
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