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

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; Full text PubReader ePub PDF Supplementary Material

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; Full text PubReader ePub PDF

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; Full text PubReader ePub PDF

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; Full text PubReader ePub PDF

ChatGPT Predicts In-Hospital All-Cause Mortality for Sepsis: In-Context Learning with the Korean Sepsis Alliance Database: Namkee Oh, Won Chul Cha, Jun Hyuk Seo, Seong-Gyu Choi, Jong Man Kim, Chi Ryang Chung, Gee Young Suh, Su Yeon Lee, Dong Kyu Oh, Mi Hyeon Park, Chae-Man Lim, Ryoung-Eun Ko; Healthc Inform Res. 2024;30(3):266-276. Published online July 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.3.266
Web of Science 2 Crossref 2; Full text PubReader ePub PDF Supplementary Material

Technological Challenges and Solutions in Emergency Remote Teaching for Nursing: An International Cross-Sectional Survey: Eunjoo Jeon, Laura-Maria Peltonen, Lorraine J. Block, Charlene Ronquillo, Jude L. Tayaben, Raji Nibber, Lisiane Pruinelli, Erika Lozada Perezmitre, Janine Sommer, Maxim Topaz, Gabrielle Jacklin Eler, Henrique Yoshikazu Shishido, Shanti Wardaningsih, Sutantri Sutantri, Samira Ali, Dari Alhuwail, Alaa Abd-Alrazaq, Laila Akhu-Zaheya, Ying-Li Lee, Shao-Hui Shu, Jisan Lee; Healthc Inform Res. 2024;30(1):49-59. Published online January 31, 2024; DOI: https://doi.org/10.4258/hir.2024.30.1.49; Full text PubReader ePub PDF Supplementary Material

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
Web of Science 9 Crossref 7; Full text PubReader ePub PDF

Automatic Method for Optic Disc Segmentation Using Deep Learning on Retinal Fundus Images: Anindita Septiarini, Hamdani Hamdani, Emy Setyaningsih, Eko Junirianto, Fitri Utaminingrum; Healthc Inform Res. 2023;29(2):145-151. Published online April 30, 2023; DOI: https://doi.org/10.4258/hir.2023.29.2.145
Web of Science 5 Crossref 6; Full text PubReader ePub PDF

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
Web of Science 3; Full text PubReader ePub PDF

Concerns of Thalassemia Patients, Carriers, and their Caregivers in Malaysia: Text Mining Information Shared on Social Media: Yuen Chi Phang, Azleena Mohd Kassim, Ernest Mangantig; Healthc Inform Res. 2021;27(3):200-213. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.200
Web of Science 5 Crossref 3; Full text PubReader ePub PDF

Dynamic Demand-Centered Process-Oriented Data Model for Inventory Management of Hemovigilance Systems: Mahnaz Sohrabi, Mostafa Zandieh, Behrouz Afshar Nadjafi; Healthc Inform Res. 2021;27(1):73-81. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.73
Web of Science 7 Crossref 7; Full text PubReader ePub PDF

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