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Jung Ae Lee PhD

TitleAssistant Professor
InstitutionUMass Chan Medical School
DepartmentPopulation and Quantitative Health Sciences
AddressUMass Chan Medical School
368 Plantation Street
Worcester MA 01605
Phone508-856-8999
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    Other Positions
    InstitutionT.H. Chan School of Medicine
    DepartmentPopulation and Quantitative Health Sciences


    Collapse Biography 
    Collapse education and training
    Ewha Womans University, Seoul, , Korea, Republic ofBALibrary and Information Scienc
    Ewha Womans University, Seoul, , Korea, Republic ofMABusiness Administration
    University of Georgia, Athens, GA, United StatesMSStatistics
    University of Georgia, Athens, GA, United StatesPHDStatistics

    Collapse Overview 
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    Professional Experience:

    • Postdoctoral Research Associate, Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis (WUSTL), MO, 09/2013–07/2016
    • Assistant Professor, Agricultural Statistics Laboratory, Division of Agriculture, University of Arkansas (U of A), Fayetteville, AR, 08/2016–07/2021

     

    Summary of Research Experience:

    My research area in statistics is the sample integrity for high-dimension low-sample size data. For past 11+ years of my research career, I have involved with collaborations in the fields of public health, medicine and agricultural sciences. It naturally exposed me to a transdisciplinary research environment and shaped my career as a well-rounded statistician. Previously, at WUSTL, my work with other scientists includes epidemiological and clinical studies in cancer and chronic diseases, typically investigating the survival or risk factors, such as physical activity, healthy diet, drug use, and other behavioral or environmental effects. My former institute, U of Arkansas, a leading state of US agriculture industry, provided me a unique opportunity to work with various interdisciplinary projects in agriculture, e.g., animal/plant disease, horticulture, entomology, food science, crop, soil & water sciences, and many other natural resources related research. Data from agriculture tend to be collected by field or lab experiments. During this time, I was able to focus on various experimental designs and bioinformatics.

    My research agenda for the upcoming years is related to microbiome data, network data, and time-to-event data but not limited to. Welcome to joining my work or inviting me to your project!

     



    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
    Newest   |   Oldest   |   Most Cited   |   Most Discussed   |   Timeline   |   Field Summary   |   Plain Text
    PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Mehdi SH, Morris CA, Lee JA, Yoon D. An Improved Animal Model of Multiple Myeloma Bone Disease. Cancers (Basel). 2021 Aug 25; 13(17). PMID: 34503090.
      Citations:    
    2. Baker CA, Almeida G, Lee JA, Gibson KE. Pathogen and Surrogate Survival in Relation to Fecal Indicator Bacteria in Freshwater Mesocosms. Appl Environ Microbiol. 2021 07 13; 87(15):e0055821. PMID: 34047635.
      Citations:    Fields:    Translation:CellsPHPublic Health
    3. Gu I, Lam WS, Marasini D, Brownmiller C, Savary BJ, Lee JA, Carbonero F, Lee SO. In Vitro Fecal Fermentation Patterns of Arabinoxylan from Rice Bran on Fecal Microbiota from Normal-Weight and Overweight/Obese Subjects. Nutrients. 2021 Jun 15; 13(6). PMID: 34203983.
      Citations:    Fields:    Translation:HumansAnimalsCells
    4. Yang L, Lee JA, Heer E, Pernar C, Colditz GA, Pakpahan R, Imm KR, Kim EH, Grubb RL, Wolin KY, Kibel AS, Sutcliffe S. One-year urinary and sexual outcome trajectories among prostate cancer patients treated by radical prostatectomy: a prospective study. BMC Urol. 2021 May 17; 21(1):81. PMID: 34001094.
      Citations:    Fields:    Translation:Humans
    5. Acharya M, Ashworth AJ, Yang Y, Burke JM, Lee JA, Sharma Acharya R. Soil microbial diversity in organic and non-organic pasture systems. PeerJ. 2021; 9:e11184. PMID: 33981494.
      Citations:    
    6. Dawley CR, Lee JA, Gibson KE. Reduction of Norovirus Surrogates Alone and in Association with Bacteria on Leaf Lettuce and Tomatoes During Application of Aqueous Ozone. Food Environ Virol. 2021 09; 13(3):390-400. PMID: 33880734.
      Citations:    Fields:    Translation:AnimalsCellsPHPublic Health
    7. Ahn J, Lee MH, Lee JA. . Distance-based outlier detection for high dimension, low sample size data. Journal of Applied Statistics. 2019; 1(46):13-29.
    8. Lee JA, Gill J. Missing value imputation for physical activity data measured by accelerometer. Stat Methods Med Res. 2018 02; 27(2):490-506. PMID: 26994215.
      Citations: 12     Fields:    Translation:Humans
    9. Lee JA, Dobbin KK, Ahn J. Covariance adjustment for batch effect in gene expression data. Stat Med. 2014 Jul 10; 33(15):2681-95. PMID: 24687561.
      Citations: 7     Fields:    Translation:Humans
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