Inyoung Jun,
Ph.D. Candidate, Mentored By Dr. Prosperi
About Inyoung Jun
Related Links:
Additional Positions:
Data Science Intern
2023 – Current
·
Prosperdtx
Preclinical and Translational PKPD Intern
2022 – 2022
·
Genentech
Biostatistics Intern
2022 – 2022
·
Omada Health
Accomplishments
AMIA's LEAD Fund Trainee Scholarship
2023
·
American Medical Informatics Association
SRC Scholarship
2022
·
Korean American Scholarship Foundadion (KASF)
Gator Connect
2021
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UF Student Activities & Involvement
KSEA-KUSCO Scholarship
2021
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Korean-American Scientists and Engineers Association (KSEA) & Korea-U.S. Science Cooperation Center (KUSCO)
UFII graduate student fellowship
2020-2022
·
UF Informatics Institute
Research Profile
Open Researcher and Contributor ID (ORCID)
0000-0002-9760-1659
Areas of Interest
- Causal inference
- Electronic medical records
- Machine Learning
- Real World Evidence (RWE)
Publications
2023
Evaluating the perceptions of pesticide use, safety, and regulation and identifying common pesticide‐related topics on Twitter
Integrated Environmental Assessment and Management.
19(6):1581-1599
[DOI] 10.1002/ieam.4777.
2023
Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant Staphylococcus Aureus Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data.
Proceedings of machine learning research.
218:98-115
[PMID] 37854935.
2023
Persistence of Severe Acute Respiratory Syndrome Coronavirus 2 Omicron Variant in Children and Utility of Rapid Antigen Testing as an Indicator of Culturable Virus.
Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
76(3):e491-e494
[DOI] 10.1093/cid/ciac693.
[PMID] 36029095.
2022
Development of a Prediction Model for Antibiotic-Resistant Urinary Tract Infections Using Integrated Electronic Health Records from Multiple Clinics in North-Central Florida.
Infectious diseases and therapy.
11(5):1869-1882
[DOI] 10.1007/s40121-022-00677-x.
[PMID] 35908268.
2022
Moving from predicting hospital deaths by antibiotic-resistant bloodstream bacteremia toward actionable risk reduction using machine learning on electronic health records.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.
2022:274-283
[PMID] 35854723.
2021
Challenges in replicating secondary analysis of electronic health records data with multiple computable phenotypes: A case study on methicillin-resistant Staphylococcus aureus bacteremia infections
International Journal of Medical Informatics.
153
[DOI] 10.1016/j.ijmedinf.2021.104531.
[PMID] 34332468.
2021
The Diagnostic Performance of Early Sjögren’s Syndrome Autoantibodies in Juvenile Sjögren’s Syndrome: The University of Florida Pediatric Cohort Study.
Frontiers in immunology.
12
[DOI] 10.3389/fimmu.2021.704193.
[PMID] 34249010.
2020
Future Research Suggestions for Multigene Testing in Unselected Populations.
JAMA oncology.
6(5)
[DOI] 10.1001/jamaoncol.2020.0128.
[PMID] 32215575.
2018
Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis
Genomics & Informatics.
16(4)
[DOI] 10.5808/gi.2018.16.4.e33.
Education
MS in Statistics
2019
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Korea University
BA in Economics, BA in Business Administration
2016
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Sogang University
Contact Details
Emails:
- Business:
- inyoungjun@ufl.edu
Addresses:
- Business Mailing:
-
PO Box 100231
GAINESVILLE FL 32610 - Business Street:
-
2004 Mowry Road
4235 CTRB
GAINESVILLE FL 32610-0001