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Chuan Hong

Assistant Professor of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Translational Biomedical

Research Interests


Dr. Hong’s area of excellence is data science with a unique combination of expertise in both biostatistics and biomedical informatics. Her research is centered on the development of novel statistical and machine learning methods for predictive analytics and precision medicine using large-scale biomedical data with three primary focuses: learning with complex and imperfect outcomes from EHR; automated data harmonization and clinical knowledge extraction; efficient and robust federated learning and transfer learning methods. 

Selected Grants


Improving stroke risk prediction with cohort data and machine learning methods

ResearchCo Investigator · Awarded by National Institutes of Health · 2020 - 2025

Debiasing Clinical Care Algorithms

ResearchPrincipal Investigator · Awarded by American Heart Association · 2024 - 2025