Healthcare Informatics Research

Efficient Drug Terminology Mapping with Bidirectional Late-Interaction Reranking and Deterministic Reordering: Natthawut Adulyanukosol, Krittaphas Chaisutyakorn, Saknarong Sombutjaroan, Suchanan Kanjanapong, Prapat Suriyaphol; Healthc Inform Res. 2026;32(2):156-165. Published online April 30, 2026; DOI: https://doi.org/10.4258/hir.2026.32.2.156; PDF

Korean Large Language Models for Medical Question Answering on Arthritis: Fine-tuning and Comparative Evaluation: Jun-hee Kim; Healthc Inform Res. 2026;32(2):125-133. Published online April 30, 2026; DOI: https://doi.org/10.4258/hir.2026.32.2.125; PDF

Voice Recognition for Periodontal Probing Medical Records under Korean–English Bilingual Conditions: A Feasibility Study: Young Woo Kim, Jin Hyeok Kook, Yiseul Choi, Wonse Park; Healthc Inform Res. 2026;32(2):118-124. Published online April 30, 2026; DOI: https://doi.org/10.4258/hir.2026.32.2.118; PDF

Tracking the Evolution of Research Topics in Healthcare Informatics Research Using Keywords and MeSH Terms: Kye Hwa Lee, Hyejung Chang; Healthc Inform Res. 2025;31(4):378-387. Published online October 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.4.378
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Towards Efficient Patient Recruitment for Clinical Trials: Application of a Prompt-Based Learning Model: Mojdeh Rahmanian, Seyed Mostafa Fakhrahmad, Seyedeh Zahra Mousavi; Healthc Inform Res. 2025;31(4):367-377. Published online October 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.4.367
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In-Context Learning with Large Language Models: A Simple and Effective Approach to Improve Radiology Report Labeling: Songsoo Kim, Donghyun Kim, Jaewoong Kim, Jalim Koo, Jinsik Yoon, Dukyong Yoon; Healthc Inform Res. 2025;31(3):295-309. Published online July 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.3.295
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How New Chatbots Can Support Personalized Medicine: Leonardo J. Ramírez López, Ana María Campos Mora; Healthc Inform Res. 2025;31(3):245-252. Published online July 31, 2025; DOI: https://doi.org/10.4258/hir.2025.31.3.245
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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
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Symptom and Sentiment Analysis of Older People with Cancer and Caregivers: A Text Mining Approach Using Korean Social Media Data: Kyunghwa Lee, Soomin Hong; Healthc Inform Res. 2025;31(2):175-188. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.175; 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

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
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Developing an Explainable Artificial Intelligence System for the Mobile-Based Diagnosis of Febrile Diseases Using Random Forest, LIME, and GPT: Kingsley F. Attai, Constance Amannah, Moses Ekpenyong, Daniel E. Asuquo, Oryina K. Akputu, Okure U. Obot, Peterben C. Ajuga, Jeremiah C. Obi, Omosivie Maduka, Christie Akwaowo, Faith-Michael Uzoka; Healthc Inform Res. 2025;31(2):125-135. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.125
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Large Language Models in Medicine: Clinical Applications, Technical Challenges, and Ethical Considerations: Kyu-Hwan Jung; Healthc Inform Res. 2025;31(2):114-124. Published online April 30, 2025; DOI: https://doi.org/10.4258/hir.2025.31.2.114
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Cancer-related Keywords in 2023: Insights from Text Mining of a Major Consumer Portal: Wonjeong Jeong, Eunkyoung Song, Eunzi Jeong, Kyoung Hee Oh, Hye-Sun Lee, Jae Kwan Jun; Healthc Inform Res. 2024;30(4):398-408. Published online October 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.4.398
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