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Studies in Health Technology and Informatics|August 8, 2025
Graph Neural Networks for ADHD Identification in ChildrenRunxuan Yu, Xinmeng Zhang, You Chen
Studies in Health Technology and Informatics|August 8, 2025
An Ensemble Approach Integrating Retrieval-Augmented Large Language Models and Boosting Algorithms for Enhanced Catatonia PhenotypingYubo Feng, Ruiyan Ma, Xinmeng Zhang, et al.
Studies in Health Technology and Informatics|August 8, 2025
Integrating Large Language Models and Machine Learning for Enhanced Catatonia Phenotyping: A Study on Clinical Data from Electronic Health RecordsYubo Feng, Ruiyan Ma, Xinmeng Zhang, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 3, 2021
Learning Tasks of Pediatric Providers from Electronic Health Record Audit LogsBarrett Jones, Xinmeng Zhang, Bradley A Malin, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 2, 2023
Inferring EHR Utilization Workflows through Audit LogsXinmeng Zhang, Yuying Zhao, Chao Yan, et al.
Journal of Healthcare Informatics Research|December 7, 2020
Predicting Missing Values in Medical Data via XGBoost RegressionXinmeng Zhang, Chao Yan, Cheng Gao, et al.
Npj Health Systems|September 8, 2025
Reimagining clinical AI: from clickstreams to clinical insights with EHR use metadataChao Yan, Xinmeng Zhang, Thomas G Kannampallil, et al.
Journal of the American Medical Informatics Association : JAMIA|September 30, 2021
Predicting next-day discharge via electronic health record access logsXinmeng Zhang, Chao Yan, Bradley A Malin, et al.
Biorxiv : the Preprint Server for Biology|May 13, 2026
CellAwareGNN: Single-Cell Enhanced Knowledge Graph Foundation Model for Drug Indication PredictionXinmeng Zhang, Eugene Jeong, Chao Yan, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium|May 26, 2025
Optimizing Large Language Models for Discharge Prediction: Best Practices in Leveraging Electronic Health Record Audit LogsXinmeng Zhang, Chao Yan, Yuyang Yang, et al.
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