Healthcare Informatics Research

Large Language Models for Pre-mediation Counseling in Medical Disputes: A Comparative Evaluation against Human Experts: Min Seo Kim, Jung Su Lee, Hyuna Bae; Healthc Inform Res. 2025;31(2):200-208. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.200; Full text PubReader ePub PDF Supplementary Material

Generative Pre-trained Transformer: Trends, Applications, Strengths and Challenges in Dentistry: A Systematic Review: Sibyl Siluvai, Vivek Narayanan, Vinoo Subramaniam Ramachandran, Victor Rakesh Lazar; Healthc Inform Res. 2025;31(2):189-199. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.189; Full text PubReader ePub PDF

Advancing Korean Medical Large Language Models: Automated Pipeline for Korean Medical Preference Dataset Construction: Jean Seo, Sumin Park, Sungjoo Byun, Jinwook Choi, Jinho Choi, Hyopil Shin; Healthc Inform Res. 2025;31(2):166-174. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.166; Full text PubReader ePub PDF

Consensus on the Potential of Large Language Models in Healthcare: Insights from a Delphi Survey in Korea: Ah-Ram Sul, Seihee Kim; Healthc Inform Res. 2025;31(2):146-155. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.146; Full text PubReader ePub PDF Supplementary Material

LLM-Based Response Generation for Korean Adolescents: A Study Using the NAVER Knowledge iN Q&A Dataset with RAG: Junseo Kim, Seok Jun Kim, Junseok Ahn, Suehyun Lee; Healthc Inform Res. 2025;31(2):136-145. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.136; Full text PubReader ePub PDF Supplementary Material

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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Machine Learning-based Classifiers for the Prediction of Low Birth Weight: Mahya Arayeshgari, Somayeh Najafi-Ghobadi, Hosein Tarhsaz, Sharareh Parami, Leili Tapak; Healthc Inform Res. 2023;29(1):54-63. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.54
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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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Development and Comparison of Three Data Models for Predicting Diabetes Mellitus Using Risk Factors in a Nigerian Population: Oluwakemi Odukoya, Solomon Nwaneri, Ifedayo Odeniyi, Babatunde Akodu, Esther Oluwole, Gbenga Olorunfemi, Oluwatoyin Popoola, Akinniyi Osuntoki; Healthc Inform Res. 2022;28(1):58-67. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.58
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Impact of the Choice of Cross-Validation Techniques on the Results of Machine Learning-Based Diagnostic Applications: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2021;27(3):189-199. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.189
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Application of Predictive Modelling to Improve the Discharge Process in Hospitals: Sayed Hisham, Shahina Abdul Rasheed, Brayal Dsouza; Healthc Inform Res. 2020;26(3):166-174. Published online July 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.3.166
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Public Acceptance of a Health Information Exchange in Korea: Hayoung Park, Jong Son Park, Hye Rin Lee, Soomin Kim; Healthc Inform Res. 2018;24(4):359-370. Published online October 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.4.359
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Bayesian Network Model to Evaluate the Effectiveness of Continuous Positive Airway Pressure Treatment of Sleep Apnea: Olli-Pekka Ryynänen, Timo Leppänen, Pekka Kekolahti, Esa Mervaala, Juha Töyräs; Healthc Inform Res. 2018;24(4):346-358. Published online October 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.4.346
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Development of a Stress Classification Model Using Deep Belief Networks for Stress Monitoring: Se-Hui Song, Dong Keun Kim; Healthc Inform Res. 2017;23(4):285-292. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.285
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Prediction of Kidney Graft Rejection Using Artificial Neural Network: Leili Tapak, Omid Hamidi, Payam Amini, Jalal Poorolajal; Healthc Inform Res. 2017;23(4):277-284. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.277
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