Healthcare Informatics Research

Machine Learning Model for the Prediction of Hemorrhage in Intensive Care Units: Sora Kang, Chul Park, Jinseok Lee, Dukyong Yoon; Healthc Inform Res. 2022;28(4):364-375. Published online October 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.4.364
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Development of a Risk Score for QT Prolongation in the Intensive Care Unit Using Time-Series Electrocardiogram Data and Electronic Medical Records: Tae Young Kim, Byung Jin Choi, Yeryung Koo, Sukhoon Lee, Dukyong Yoon; Healthc Inform Res. 2021;27(3):182-188. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.182
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Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis: Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon; Healthc Inform Res. 2021;27(1):19-28. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.19
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Association between Full Electronic Medical Record System Adoption and Drug Use: Antibiotics and Polypharmacy: Young-Taek Park, Donghwan Kim, Rae Woong Park, Koray Atalag, In Ho Kwon, Dukyong Yoon, Mona Choi; Healthc Inform Res. 2020;26(1):68-77. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.68
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Deep Learning-Based Electrocardiogram Signal Noise Detection and Screening Model: Dukyong Yoon, Hong Seok Lim, Kyoungwon Jung, Tae Young Kim, Sukhoon Lee; Healthc Inform Res. 2019;25(3):201-211. Published online July 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.3.201
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Construction of an Electrocardiogram Database Including 12 Lead Waveforms: Dahee Chung, Junggu Choi, Jong-Hwan Jang, Tae Young Kim, JungHyun Byun, Hojun Park, Hong-Seok Lim, Rae Woong Park, Dukyong Yoon; Healthc Inform Res. 2018;24(3):242-246. Published online July 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.3.242
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System for Collecting Biosignal Data from Multiple Patient Monitoring Systems: Dukyong Yoon, Sukhoon Lee, Tae Young Kim, JeongGil Ko, Wou Young Chung, Rae Woong Park; Healthc Inform Res. 2017;23(4):333-337. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.333
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What We Need to Prepare for the Fourth Industrial Revolution: Dukyong Yoon; Healthc Inform Res. 2017;23(2):75-76. Published online April 30, 2017; DOI: https://doi.org/10.4258/hir.2017.23.2.75
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Conversion and Data Quality Assessment of Electronic Health Record Data at a Korean Tertiary Teaching Hospital to a Common Data Model for Distributed Network Research: Dukyong Yoon, Eun Kyoung Ahn, Man Young Park, Soo Yeon Cho, Patrick Ryan, Martijn J. Schuemie, Dahye Shin, Hojun Park, Rae Woong Park; Healthc Inform Res. 2016;22(1):54-58. Published online January 31, 2016; DOI: https://doi.org/10.4258/hir.2016.22.1.54
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