Jiang Gui, PhD
Title(s)
Professor of Biomedical Data Science
Professor of The Dartmouth Institute
Professor of Community and Family Medicine
Department(s)
Biomedical Data Science
The Dartmouth Institute
Community and Family Medicine
Education
2000-2005 University of California, Davis
Ph.D. in Statistics
Dissertation: Regularized Estimation in the High-Dimension and Low-Sample Size Settings, With Applications to Genomic Data
1996-2000 Peking University, P.R. China
B.S. in Statistics
Programs
The Dartmouth Institute for Health Policy and Clinical Practice
Contact Information
HB 7927
Lebanon NH 03756
Office: 603-646-5476
Email: jiang.gui@dartmouth.edu
Professional Interests
Dr. Gui's main interest lies in development and application of statistical methods for high-dimensional data (i.e. Microarray, SNP array and Proteomics data). His current research focuses on FDR control, penalized regression and dimension reduction methods.
Courses Taught
Small group leader, DMS Epidemiology and Biostatistics.
Prenatal per- and polyfluoroalkyl substances and blood pressure trajectories in the New Hampshire Birth Cohort Study. Preprocessing of natural language process variables using a data-driven method improves the association with suicide risk in a large veterans affairs population. Maternal diet quality and circulating extracellular vesicle and particle miRNA during pregnancy. Transcriptome-wide association study identifies genes associated with bladder cancer risk. Oxygen Consumption In Vivo by Ultra-High Dose Rate Electron Irradiation Depends Upon Baseline Tissue Oxygenation. Maternal glucose levels and late pregnancy circulating extracellular vesicle and particle miRNAs in the MADRES pregnancy cohort. Genome-Wide and Transcriptome-Wide Association Studies on Northern New England and Ohio Amyotrophic Lateral Sclerosis Cohorts. Machine learning for predicting cognitive deficits using auditory and demographic factors. Association of diet with per- and polyfluoroalkyl substances in plasma and human milk in the New Hampshire Birth Cohort Study. Maternal-Infant Factors in Relation to Extracellular Vesicle and Particle miRNA in Prenatal Plasma and in Postpartum Human Milk. |
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