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.
Peripheral and central auditory impairment linked to heavy metal exposure in Nicaraguan children from artisanal mining communities. Response times from gap detection threshold testing relate to cognitive processing speed in young adults. Comparative Evaluation of Pretrained Large Language Models for Suicide Risk Prediction from Clinical Notes in U.S. Veterans. Central auditory tests reveal deficits in HIV treatment. A quantitative method to compare regional tumor contrast between prone and supine breast MRI. Systematic tissue oxygen variation shows the modulation of murine skin radiation toxicity at ultra-high dose rates. Harnessing machine learning with auditory tests and demographic factors to forecast children's reading abilities in children living with and without HIV. Enhancing personalized suicide risk prediction for VA patients by integrating discrete natural language processing models. Optimizing protocols for microRNA profiling of infant and toddler stool. Intermediate tissue oxygen level is required to observe murine FLASH skin sparing. |
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