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Proceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management|February 28, 2025
HypMix: Hyperbolic Representation Learning for Graphs with Mixed Hierarchical and Non-hierarchical StructuresEric W Lee, Bo Xiong, Carl Yang, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|July 2, 2019
FuzzyGap: Sequential Pattern Mining for Predicting Chronic Heart Failure in Clinical PathwaysEric W Lee, Joyce C HoAMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 23, 2023
Hypergraph Transformers for EHR-based Clinical PredictionsRan Xu, Mohammed K Ali, Joyce C Ho, et al.Proceedings of the ACM Conference on Health, Inference, and Learning|July 26, 2021
MMiDaS-AE: Multi-modal Missing Data aware Stacked Autoencoder for Biomedical Abstract ScreeningEric W Lee, Byron C Wallace, Karla I Galaviz, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|August 30, 2021
Privacy-preserving Sequential Pattern Mining in distributed EHRs for Predicting Cardiovascular DiseaseEric W Lee, Li Xiong, Vicki Stover Hertzberg, et al.Advances in Databases and Information Systems. ADBIS|October 4, 2021
GASP: Graph-based Approximate Sequential Pattern Mining for Electronic Health RecordsWenqin Dong, Eric W Lee, Vicki Stover Hertzberg, et al.KDD : Proceedings. International Conference on Knowledge Discovery & Data Mining|March 3, 2025
TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR DataZiyang Zhang, Hejie Cui, Ran Xu, et al.Studies in Health Technology and Informatics|August 8, 2025
Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLMHejie Cui, Xinyu Fang, Ran Xu, et al.Computers, Informatics, Nursing : CIN|August 22, 2023
Evaluating Natural Language Processing Packages for Predicting Hospital-Acquired Pressure Injuries From Clinical NotesSiyi Gu, Eric W Lee, Wenhui Zhang, et al.Proceedings of Machine Learning Research|May 31, 2023
Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHRRan Xu, Yue Yu, Chao Zhang, et al.Pageof 61