Faculty Profile
Donglin Zeng, PhD
- Professor, Biostatistics
I was a faculty in the Department of Biostatistics at the University of North Carolina
at Chapel Hill from 2001 to 2023. I joined the Department of Biostatistics at the
University of Michigan in 2023.
- PhD, Statistics, University of Michigan, 2001
- MS, Mathematics, University of Science and Technology, 1995
- BS, Mathematics, University of Science and Technology, 1993
Research Interests:
Dynamic treatment regimes, semparametric modelling, survival analysis, missing data, causal inference, data integration, machine learning, clinical trials, electronic health records
Research Projects:
One of my on-going projects is to learn optimal treatment rules or policies using multiple data sources. Another project is to use high-dimensional and multi-domain disease markers collected from EHRs or digital phenotype data from sensors for disease diagnostics, prediction and treatment decisions.
Dynamic treatment regimes, semparametric modelling, survival analysis, missing data, causal inference, data integration, machine learning, clinical trials, electronic health records
Research Projects:
One of my on-going projects is to learn optimal treatment rules or policies using multiple data sources. Another project is to use high-dimensional and multi-domain disease markers collected from EHRs or digital phenotype data from sensors for disease diagnostics, prediction and treatment decisions.
M4126 SPH II
1415 Washington Heights
Ann Arbor, MI 48109
Email: dzeng@umich.edu
Phone: 734-764-5450
Media inquiries: sph.media@umich.edu
1415 Washington Heights
Ann Arbor, MI 48109
Email: dzeng@umich.edu
Phone: 734-764-5450
Media inquiries: sph.media@umich.edu
Areas of Expertise: Aging, Biostatistics, Brain Disorders, Cancer, Chronic Disease, Clinical Trials, COVID-19, Diabetes, Environmental Health, Genetics, Global Public Health, Health Care, Health Equity, Health Informatics, Mental Health, Modeling, Nutrition, Precision Health, Substance Use, Vaccines, Women’s Health