Scholar
Doudou Zhou
Google Scholar ID: gXfTi00AAAAJ
National University of Singapore
Citations & Impact
Citations
360
H-index
11
i10-index
11
Publications
20
Co-authors
0
Contact
Publications
Resume
Academic Achievements
- - 2023 Harvard Data Science Initiative Postdoctoral Fellow Research Fund
- - 2023 Program in Quantitative Genomics Student/Postdoc Travel Award, Harvard
- - 2022 ICSA Student Poster Award
- - 2022 Student Paper Award, Statistical Learning and Data Science Section, ASA
- - Published multiple preprints in the areas of statistical methodology and theory, EHR data analysis, etc.
Research Experience
- - Postdoctoral Research Fellow in Biostatistics at Harvard University from 2022 to 2024, working with Prof. Tianxi Cai
Education
- - Ph.D. in Statistics from the University of California, Davis (UC Davis) in 2022, advised by Prof. Hao Chen
- - B.S. in Statistics and B.E. in Computer Science (dual) from the University of Science and Technology of China (USTC) in 2019
Background
- - Research Interests: Statistical methodology and theory for electronic health records (EHR) data analysis, high-dimensional and non-Euclidean data, multi-modal/source data analysis, representation learning, federated learning, transfer learning, reinforcement learning, network analysis, graph neural networks, large language models, and high-dimensional statistics
- - Professional Field: Statistics & Data Science
- - Introduction: Currently an Assistant Professor at the National University of Singapore, previously a Postdoctoral Research Fellow in Biostatistics at Harvard University, focusing on EHR data analysis, high-dimensional and non-Euclidean data, etc.
Miscellany
- Open to collaboration opportunities with prospective students or postdoctoral researchers, encouraging interested individuals to reach out with their CVs.