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Genomics & Informatics
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January 3, 2019
Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis
Inyoung Jun, Wooree Choi, Mira Park
JAMA Oncology
|
March 28, 2020
Future Research Suggestions for Multigene Testing in Unselected Populations
Inyoung Jun, Alyssa L Berger, Lusine Yaghjyan
International Journal of Medical Informatics
|
July 31, 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
Inyoung Jun, Shannan N Rich, Zhaoyi Chen, et al.
Integrated Environmental Assessment and Management
|
April 18, 2023
Evaluating the perceptions of pesticide use, safety, and regulation and identifying common pesticide-related topics on Twitter
Inyoung Jun, Zheng Feng, Raghavendhran Avanasi, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
July 20, 2022
Moving from predicting hospital deaths by antibiotic-resistant bloodstream bacteremia toward actionable risk reduction using machine learning on electronic health records
Inyoung Jun, Shannan N Rich, Simone Marini, et al.
Infectious Diseases and Therapy
|
July 31, 2022
Development of a Prediction Model for Antibiotic-Resistant Urinary Tract Infections Using Integrated Electronic Health Records from Multiple Clinics in North-Central Florida
Shannan N Rich, Inyoung Jun, Jiang Bian, et al.
Proceedings of Machine Learning Research
|
October 19, 2023
Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant <i>Staphylococcus Aureus</i> Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data
Inyoung Jun, Scott A Cohen, Sarah E Ser, et al.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
|
December 31, 2023
Quantifying Health Outcome Disparity in Invasive Methicillin-Resistant Staphylococcus aureus Infection using Fairness Algorithms on Real-World Data
Inyoung Jun, Sarah E Ser, Scott A Cohen, et al.
BMJ Public Health
|
January 1, 2026
Association of disability with COVID-19 outcomes in older adults: a prospective analysis of the US health and retirement study
Wenjie Zeng, Inyoung Jun, Rosha A Loach, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|
May 26, 2025
Emulation of a Target Trial to Estimate the Effect of Selective Serotonin Reuptake Inhibitors on the Development of Antimicrobial-Resistant Infections using Electronic Health Record Data and Causal Machine Learning
Sarah E Ser, Urszula A Snigurska, Scott A Cohen, et al.
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Search research articles
Search
Showing results (1-10 of 13) with videos related to
Sort By:
Page
of 2
Genomics & Informatics
|
January 3, 2019
Multi-block Analysis of Genomic Data Using Generalized Canonical Correlation Analysis
Inyoung Jun, Wooree Choi, Mira Park
JAMA Oncology
|
March 28, 2020
Future Research Suggestions for Multigene Testing in Unselected Populations
Inyoung Jun, Alyssa L Berger, Lusine Yaghjyan
International Journal of Medical Informatics
|
July 31, 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
Inyoung Jun, Shannan N Rich, Zhaoyi Chen, et al.
Integrated Environmental Assessment and Management
|
April 18, 2023
Evaluating the perceptions of pesticide use, safety, and regulation and identifying common pesticide-related topics on Twitter
Inyoung Jun, Zheng Feng, Raghavendhran Avanasi, et al.
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science
|
July 20, 2022
Moving from predicting hospital deaths by antibiotic-resistant bloodstream bacteremia toward actionable risk reduction using machine learning on electronic health records
Inyoung Jun, Shannan N Rich, Simone Marini, et al.
Infectious Diseases and Therapy
|
July 31, 2022
Development of a Prediction Model for Antibiotic-Resistant Urinary Tract Infections Using Integrated Electronic Health Records from Multiple Clinics in North-Central Florida
Shannan N Rich, Inyoung Jun, Jiang Bian, et al.
Proceedings of Machine Learning Research
|
October 19, 2023
Optimizing Dynamic Antibiotic Treatment Strategies against Invasive Methicillin-Resistant <i>Staphylococcus Aureus</i> Infections using Causal Survival Forests and G-Formula on Statewide Electronic Health Record Data
Inyoung Jun, Scott A Cohen, Sarah E Ser, et al.
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
|
December 31, 2023
Quantifying Health Outcome Disparity in Invasive Methicillin-Resistant Staphylococcus aureus Infection using Fairness Algorithms on Real-World Data
Inyoung Jun, Sarah E Ser, Scott A Cohen, et al.
BMJ Public Health
|
January 1, 2026
Association of disability with COVID-19 outcomes in older adults: a prospective analysis of the US health and retirement study
Wenjie Zeng, Inyoung Jun, Rosha A Loach, et al.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|
May 26, 2025
Emulation of a Target Trial to Estimate the Effect of Selective Serotonin Reuptake Inhibitors on the Development of Antimicrobial-Resistant Infections using Electronic Health Record Data and Causal Machine Learning
Sarah E Ser, Urszula A Snigurska, Scott A Cohen, et al.
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