Healthcare Informatics Research

Deep Learning Model and its Application for the Diagnosis of Exudative Pharyngitis: Seo Yi Chng, Paul Jie Wen Tern, Matthew Rui Xian Kan, Lionel Tim-Ee Cheng; Healthc Inform Res. 2024;30(1):42-48. Published online January 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.1.42; Full text PubReader ePub PDF

Survey of Medical Applications of Federated Learning: Geunho Choi, Won Chul Cha, Se Uk Lee, Soo-Yong Shin; Healthc Inform Res. 2024;30(1):3-15. Published online January 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.1.3; Full text PubReader ePub PDF

Named Entity Recognition in Electronic Health Records: A Methodological Review: María C. Durango, Ever A. Torres-Silva, Andrés Orozco-Duque; Healthc Inform Res. 2023;29(4):286-300. Published online October 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.4.286; Full text PubReader ePub PDF

Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model: Geun Hyeong Lee, Jonggul Park, Jihyeong Kim, Yeesuk Kim, Byungjin Choi, Rae Woong Park, Sang Youl Rhee, Soo-Yong Shin; Healthc Inform Res. 2023;29(2):168-173. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.168
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Dorsal Hand Vein Pattern Recognition: A Comparison between Manual and Automatic Segmentation Methods: Waheed Ali Laghari, Audrey Huong, Kim Gaik Tay, Chang Choon Chew; Healthc Inform Res. 2023;29(2):152-160. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.152
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Clinical Decision Support System for Geriatric Dental Treatment Using a Bayesian Network and a Convolutional Neural Network: Bhornsawan Thanathornwong, Siriwan Suebnukarn, Kan Ouivirach; Healthc Inform Res. 2023;29(1):23-30. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.23; Full text PubReader ePub PDF

Quantification of Efflorescences in Pustular Psoriasis Using Deep Learning: Ludovic Amruthalingam, Oliver Buerzle, Philippe Gottfrois, Alvaro Gonzalez Jimenez, Anastasia Roth, Thomas Koller, Marc Pouly, Alexander A. Navarini; Healthc Inform Res. 2022;28(3):222-230. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.222
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Texture, Morphology, and Statistical Analysis to Differentiate Primary Brain Tumors on Two-Dimensional Magnetic Resonance Imaging Scans Using Artificial Intelligence Techniques: Subrata Bhattacharjee, Deekshitha Prakash, Cho-Hee Kim, Hee-Cheol Kim, Heung-Kook Choi; Healthc Inform Res. 2022;28(1):46-57. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.46
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Protected Health Information Recognition by Fine-Tuning a Pre-training Transformer Model: Seo Hyun Oh, Min Kang, Youngho Lee; Healthc Inform Res. 2022;28(1):16-24. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.16
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Codeless Deep Learning of COVID-19 Chest X-Ray Image Dataset with KNIME Analytics Platform: Jun Young An, Hoseok Seo, Young-Gon Kim, Kyu Eun Lee, Sungwan Kim, Hyoun-Joong Kong; Healthc Inform Res. 2021;27(1):82-91. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.82
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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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Distribution and Characteristics of Pancreatic Volume Using Computed Tomography Volumetry: Jihyun Yoon, Kwang Gi Kim, Young Jae Kim, Sangheon Lim, Yeon-Ho Park, Doojin Kim, Hee-Taik Kang, Doo-Ho Lee; Healthc Inform Res. 2020;26(4):321-327. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.321
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Analysis of Adverse Drug Reactions Identified in Nursing Notes Using Reinforcement Learning: Eunjoo Jeon, Youngsam Kim, Hojun Park, Rae Woong Park, Hyopil Shin, Hyeoun-Ae Park; Healthc Inform Res. 2020;26(2):104-111. Published online April 30, 2020; DOI: https://doi.org/10.4258/hir.2020.26.2.104
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Web-Based Spine Segmentation Using Deep Learning in Computed Tomography Images: Young Jae Kim, Bilegt Ganbold, Kwang Gi Kim; Healthc Inform Res. 2020;26(1):61-67. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.61
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Machine Learning and Initial Nursing Assessment-Based Triage System for Emergency Department: Jae Yong Yu, Gab Yong Jeong, Ok Soon Jeong, Dong Kyung Chang, Won Chul Cha; Healthc Inform Res. 2020;26(1):13-19. Published online January 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.1.13
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