Healthcare Informatics Research

Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach: Suncheol Heo, Jae Yong Yu, Eun Ae Kang, Hyunah Shin, Kyeongmin Ryu, Chungsoo Kim, Yebin Chegal, Hyojung Jung, Suehyun Lee, Rae Woong Park, Kwangsoo Kim, Yul Hwangbo, Jae-Hyun Lee, Yu Rang Park; Healthc Inform Res. 2023;29(3):246-255. Published online July 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.3.246
Correction in: Healthc Inform Res 2024;30(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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Design of a Machine Learning System to Predict the Thickness of a Melanoma Lesion in a Non-Invasive Way from Dermoscopic Images: Ádám Szijártó, Ellák Somfai, András Lőrincz; Healthc Inform Res. 2023;29(2):112-119. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.112
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Application of a Multi-Layer Perceptron in Preoperative Screening for Orthognathic Surgery: Natkritta Chaiprasittikul, Bhornsawan Thanathornwong, Suchaya Pornprasertsuk-Damrongsri, Somchart Raocharernporn, Somporn Maponthong, Somchai Manopatanakul; Healthc Inform Res. 2023;29(1):16-22. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.16
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Effectiveness of the Use of Standardized Vocabularies on Epilepsy Patient Cohort Generation: Hyesil Jung, Ho-Young Lee, Sooyoung Yoo, Hee Hwang, Hyunyoung Baek; Healthc Inform Res. 2022;28(3):240-246. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.240
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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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Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods: Roya Najafi-Vosough, Javad Faradmal, Seyed Kianoosh Hosseini, Abbas Moghimbeigi, Hossein Mahjub; Healthc Inform Res. 2021;27(4):307-314. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.307
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Automatic Pectoral Muscle Removal and Microcalcification Localization in Digital Mammograms: Kevin Alejandro Hernández Gómez, Julian D. Echeverry-Correa, Álvaro Ángel Orozco Gutiérrez; Healthc Inform Res. 2021;27(3):222-230. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.222
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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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Analysis of Smartphone Recordings in Time, Frequency, and Cepstral Domains to Classify Parkinson’s Disease: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2020;26(4):274-283. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.274
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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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Stacking Ensemble Technique for Classifying Breast Cancer: Hyunjin Kwon, Jinhyeok Park, Youngho Lee; Healthc Inform Res. 2019;25(4):283-288. Published online October 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.4.283
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Development of Artificial Intelligence to Support Needle Electromyography Diagnostic Analysis: Sangwoo Nam, Min Kyun Sohn, Hyun Ah Kim, Hyoun-Joong Kong, Il-Young Jung; Healthc Inform Res. 2019;25(2):131-138. Published online April 30, 2019; DOI: https://doi.org/10.4258/hir.2019.25.2.131
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Arousal and Valence Classification Model Based on Long Short-Term Memory and DEAP Data for Mental Healthcare Management: Eun Jeong Choi, Dong Keun Kim; Healthc Inform Res. 2018;24(4):309-316. Published online October 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.4.309
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Classification of Iris Colors and Patterns in Koreans: HyeJung Jang, JinSook Yoon, Yoon-Jung Kim, YungKyung Park; Healthc Inform Res. 2018;24(3):227-235. Published online July 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.3.227
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