Chang Ho Yoon

Machine learning in medicine: should the pursuit of enhanced interpretability be abandoned?

Chang Ho Yoon, Robert Torrance, Naomi Scheinerman · Journal of Medical Ethics · 2021 · 122 citations · Full text

Computing, Computer Science, Ethics +16

A convolutional neural network highlights mutations relevant to antimicrobial resistance in Mycobacterium tuberculosis

Anna G. Green, Chang Ho Yoon, Michael L. Chen et al. · Nature Communications · 2022 · 80 citations · Full text

Life Sciences, Bioinformatics, Microbiology +17

Transformers and large language models are efficient feature extractors for electronic health record studies

Kevin Yuan, Chang Ho Yoon, Qingze Gu et al. · Communications Medicine · 2025 · 21 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16

A novel method to retrieve alerts from a homegrown Computerized Physician Order Entry (CPOE) system of an academic medical center: Comprehensive alert characteristic analysis

Shuo-Chen Chien, Yen Po Chin, Chang Ho Yoon et al. · PLoS ONE · 2021 · 14 citations · Full text

Computing, Health Informatics, Information Systems +13

Mortality risks associated with empirical antibiotic activity in <i>Escherichia coli</i> bacteraemia: an analysis of electronic health records

Chang Ho Yoon, Sean Bartlett, Nicole Stoesser et al. · Journal of Antimicrobial Chemotherapy · 2022 · 14 citations · Full text

Life Sciences, Infectious Diseases, Microbiology +15