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JMIR Medical Informatics|December 18, 2024
An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology-Enhanced Large Language Models: Development StudyLang Cao, Jimeng Sun, Adam CrossJournal of the American Medical Informatics Association : JAMIA|November 7, 2023
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virusChaoqi Yang, Junyi Gao, Lucas Glass, et al.Nature Communications|May 29, 2023
Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamicsJunyi Gao, Joerg Heintz, Christina Mack, et al.NPJ Digital Medicine|August 7, 2025
Accelerating clinical evidence synthesis with large language modelsZifeng Wang, Lang Cao, Benjamin Danek, et al.KDD : Proceedings. International Conference on Knowledge Discovery & Data Mining|March 20, 2026
A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and HealthcareRan Xu, Patrick Jiang, Linhao Luo, et al.Iscience|August 22, 2022
MedML: Fusing medical knowledge and machine learning models for early pediatric COVID-19 hospitalization and severity predictionJunyi Gao, Chaoqi Yang, Joerg Heintz, et al.IEEE Journal of Biomedical and Health Informatics|April 25, 2015
PSF: A Unified Patient Similarity Evaluation Framework Through Metric Learning With Weak SupervisionFei Wang, Jimeng SunProceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing|February 14, 2025
PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt LearningZifeng Wang, Jimeng SunAMIA ... Annual Symposium Proceedings. AMIA Symposium|January 11, 2013
MatrixFlow: temporal network visual analytics to track symptom evolution during disease progressionAdam Perer, Jimeng SunNature Communications|August 31, 2023
Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language modelBrandon Theodorou, Cao Xiao, Jimeng SunPageof 14