
Shelley H Liu, PhD
About Me
Dr. Shelley H. Liu is an Associate Professor in the Department of Population Health Science and Policy, at the Icahn School of Medicine at Mount Sinai. She specializes in data science, biostatistics and psychometrics with applications to environmental health, child neurodevelopment, cardiometabolic disease and cognitive aging research. Dr. Liu received her PhD in Biostatistics from Harvard University, and her BA in Biological Sciences and Statistics from Northwestern University. She is the principal investigator of a R01 funded by the National Institute of Environmental Health Sciences, to develop a PFAS exposure burden calculator (R01ES035804; 2025-2030). This novel tool will enable researchers to summarize a person’s cumulative exposure to PFAS environmental toxins, allowing for cross-study harmonization, report-back of PFAS exposure burden scores to participants, and clinical biomonitoring. She is also the recipient of a National Institute of Child Health and Human Development Career Development Award (K25HD104918; 2021-2026). Through that award, she is developing psychometric methods to study how environmental toxins impact childhood executive function trajectories. She has expertise in latent variable modeling, item response theory, structural equation modeling, longitudinal data analysis, Bayesian inference, and specialized methods to study the impacts of environmental exposures and chemical mixtures on health outcomes. In addition, she collaborates as a biostatistics co-investigator on National Institutes of Health-funded grants on Alzheimer’s Disease, diabetes, health policy, environmental health, and child neurodevelopment. Dr. Liu is also committed to teaching and mentoring, and is a co-mentor on three NIH-funded K awards. She welcomes inquiries about new collaborations and inquiries from students seeking research projects.
Language
English
Position
ASSOCIATE PROFESSOR | Population Health Science and Policy
Research Topics
Alzheimer's Disease, Bioinformatics, Biomedical Informatics, Biostatistics, Cognitive Neurology, Computer Simulation, Diabetes, Environmental Health, Epidemiology, Health Services Research, Metabolomics, Obesity, Patient Centered Outcomes Research, Pediatrics, Psychiatry, Public Health, Stress
Multi-Disciplinary Training Areas
Artificial Intelligence and Emerging Technologies in Medicine [AIET]
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BA, Northwestern University
PhD, Harvard University
Publications
Selected Publications
- Exposome Burden Scores to Summarize Environmental Chemical Mixtures: Creating a Fair and Common Scale for Cross-study Harmonization, Report-back and Precision Environmental Health. Shelley H. Liu, Katherine E. Manz, Jessie P. Buckley, Leah Feuerstahler. Current Environmental Health Reports
- Associations of Prenatal Socioeconomic Status and Childhood Working Memory: A Structural Equation Modeling Approach. Shelley H. Liu, David Bellinger, Kristen Dams-O’Connor, Jeanne A. Teresi, Ivan Pantic, Sandra Martínez-Medina, John Chelonis, Martha M. Téllez-Rojo, Robert O. Wright. Children
- Prospective transitions in hemoglobin A1c following gestational diabetes using multistate Markov models. Katharine J. McCarthy, Shelley H. Liu, Joseph Kennedy, Hiu Tai Chan, Victoria L. Mayer, Luciana Vieira, Kimberly B. Glazer, Gretchen Van Wye, Teresa Janevic. American Journal of Epidemiology