About Inyoung Jun
Data Science Intern2023 – Current · Prosperdtx
Preclinical and Translational PKPD Intern2022 – 2022 · Genentech
Biostatistics Intern2022 – 2022 · Omada Health
AMIA's LEAD Fund Trainee Scholarship2023 · American Medical Informatics Association
SRC Scholarship2022 · Korean American Scholarship Foundadion (KASF)
Gator Connect2021 · UF Student Activities & Involvement
KSEA-KUSCO Scholarship2021 · Korean-American Scientists and Engineers Association (KSEA) & Korea-U.S. Science Cooperation Center (KUSCO)
UFII graduate student fellowship2020-2022 · UF Informatics Institute
Open Researcher and Contributor ID (ORCID)
Areas of Interest
- Causal inference
- Electronic medical records
- Machine Learning
- Real World Evidence (RWE)
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.
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.
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.
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.
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.
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.
Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis
Genomics & Informatics. 16(4) [DOI] 10.5808/gi.2018.16.4.e33.
MS in Statistics2019 · Korea University
BA in Economics, BA in Business Administration2016 · Sogang University
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