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Search Results to Se-Ran Jun
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One or more keywords matched the following properties of
Jun, Se-Ran
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keywords
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Microbial Genomics and Microbiome Science
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keywords
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Microbial Informatics and Data Science
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research overview
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I am a data scientist and bioinformatician with a strong background in mathematics. My collaborative research projects focus on the analysis and integration of multiomics data—including genomics, microbiome, transcriptomics, epigenomics, metabolomics, proteomics—to study disease and environment and to identify biomarkers using statistical learning, machine learning, and deep learning methodologies.
In parallel, I conduct pathogen surveillance research, leveraging genomic and microbiome data integrated with electronic health records (EHRs) to monitor and track infectious disease and understand the mechanisms and dissemination of antibiotic resistance, with an emphasis on two clinical applications: infection prevention and antibiotic stewardship. My wet laboratory activities focus on real-time surveillance of antimicrobial-resistant pathogens, particularly in immunocompromised patient populations.
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One or more keywords matched the following items that are connected to
Jun, Se-Ran