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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.


Selected Publications

 

Blood Pressure and Late Pregnancy Circulating miRNAs in the MADRES Study.
Anderson EC, Muse ME, Niu Z, Foley HB, Levy JJ, Romano ME, Gui J, Bentz JL, Farzan SF, Bastain TM, Marsit CJ, Breton CV, Howe CG
J Am Heart Assoc. 2025 Jun 17;14(12):e040416. doi: 10.1161/JAHA.124.040416. Epub 2025 Jun 11.
PMID: 40497511

Altered auditory brainstem responses are post-acute sequela of SARS-CoV-2 (PASC).
Niemczak C, Skoe E, Leigh S, Zhang L, Dotzenrod M, Kieley A, Stone S, Parsonnet J, Martin C, Ealer C, Clavier O, Gui J, Waszkiewicz A, Roth R, Buckey J
Sci Rep. 2025 Mar 18;15(1):9387. doi: 10.1038/s41598-025-93664-4. Epub 2025 Mar 18.
PMID: 40102496

Prenatal per- and polyfluoroalkyl substances and blood pressure trajectories in the New Hampshire Birth Cohort Study.
Wang Y, Anderson EC, Howe CG, Gui J, Gallagher LG, Heggeseth B, Botelho JC, Calafat AM, Karagas MR, Romano ME
Int J Hyg Environ Health. 2025 May;266:114556. doi: 10.1016/j.ijheh.2025.114556. Epub 2025 Mar 8.
PMID: 40058195

Preprocessing of natural language process variables using a data-driven method improves the association with suicide risk in a large veterans affairs population.
Li S, Levis M, DiMambro M, Wu W, Levy J, Shiner B, Gui J
Comput Biol Med. 2025 May;189:109939. doi: 10.1016/j.compbiomed.2025.109939. Epub 2025 Mar 5.
PMID: 40048900

Maternal diet quality and circulating extracellular vesicle and particle miRNA during pregnancy.
Muse ME, Wang Y, Gilbert-Diamond D, Armstrong DA, Hoen AG, Romano ME, Gui J, Palys TJ, Kolling FW, Christensen BC, Karagas MR, Howe CG
Eur J Nutr. 2025 Feb 1;64(2):75. doi: 10.1007/s00394-025-03589-x. Epub 2025 Feb 1.
PMID: 39891736

Transcriptome-wide association study identifies genes associated with bladder cancer risk.
Li S, Gui J, Karagas MR, Passarelli MN
Sci Rep. 2025 Jan 9;15(1):1390. doi: 10.1038/s41598-025-85565-3. Epub 2025 Jan 9.
PMID: 39789109

Investigating the Differential Impact of Psychosocial Factors by Patient Characteristics and Demographics on Veteran Suicide Risk Through Machine Learning Extraction of Cross-Modal Interactions.
Levy J, Dimambro M, Diallo A, Gui J, Shiner B, Levis M
Pac Symp Biocomput. 2025;30:167-184. doi: 10.1142/9789819807024_0013.
PMID: 39670369

Oxygen Consumption In Vivo by Ultra-High Dose Rate Electron Irradiation Depends Upon Baseline Tissue Oxygenation.
Sunnerberg JP, Tavakkoli AD, Petusseau AF, Daniel NJ, Sloop AM, Schreiber WA, Gui J, Zhang R, Swartz HM, Hoopes PJ, Gladstone DJ, Vinogradov SA, Pogue BW
Int J Radiat Oncol Biol Phys. 2025 Mar 15;121(4):1053-1062. doi: 10.1016/j.ijrobp.2024.10.018. Epub 2024 Oct 24.
PMID: 39461597

Maternal glucose levels and late pregnancy circulating extracellular vesicle and particle miRNAs in the MADRES pregnancy cohort.
Anderson EC, Foley HB, Levy JJ, Romano ME, Gui J, Bentz JL, Maldonado LE, Farzan SF, Bastain TM, Marsit CJ, Breton CV, Howe CG
Epigenetics. 2024 Dec;19(1):2404198. doi: 10.1080/15592294.2024.2404198. Epub 2024 Sep 18.
PMID: 39292753

Genome-Wide and Transcriptome-Wide Association Studies on Northern New England and Ohio Amyotrophic Lateral Sclerosis Cohorts.
Li S, Gui J, Passarelli MN, Andrew AS, Sullivan KM, Cornell KA, Traynor BJ, Stark A, Chia R, Kuenzler RM, Pioro EP, Bradley WG, Stommel EW
Neurol Genet. 2024 Oct;10(5):e200188. doi: 10.1212/NXG.0000000000200188. Epub 2024 Sep 6.
PMID: 39246739

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