Healthcare Informatics Research

Review Article

July 31, 2025

Development and Evaluation of a Retrieval-Augmented Generation-Based Electronic Medical Record Chatbot System

Namrye Son, Inchul Kang, Inhu Kim, et al.

Healthc Inform Res. 2025;31(3):218-225.

Objectives: This study aimed to develop and evaluate a retrieval-augmented generation (RAG)-based chatbot system designed to optimize hospital operations. By leveraging electronic medical record (EMR) manuals, the system seeks to...

Review Article

July 31, 2025

Korea’s Bio Big Data Project: Importance and Challenges of Governance and Data Utilization

Jae Sun Kim, Dae Un Hong

Healthc Inform Res. 2025;31(3):226-234.

Objectives: The Korean government has been developing the National Integrated Biological Data Construction Project (NIBDCP) for over a decade, aiming to establish a comprehensive framework for the collection, production, provision,...

Original Article

July 31, 2025

Digitalizing Emergency Referral System and its Evaluation in Northern Thailand

Pudtan Phanthunane, Kritsada Wattanasaovaluk, Atipan Suwatmakin, et al.

Healthc Inform Res. 2025;31(3):235-244.

Objectives: Thailand recently implemented an electronic emergency referral system, known as “HIS.SANSAI,” to improve the speed, efficiency, and quality of patient care. This study evaluated the impact of HIS.SANSAI on...

Original Article

July 31, 2025

How New Chatbots Can Support Personalized Medicine

Leonardo J. Ramírez López, Ana María Campos Mora

Healthc Inform Res. 2025;31(3):245-252.

Objectives: This study proposes the integration of chatbots into personalized medicine by demonstrating how these tools can support the personalized medicine model. Chatbots can deliver tailored health recommendations, facilitate patient-doctor...

Original Article

July 31, 2025

Characterization of Nursing Informatics Courses in Latin America and the Caribbean

Daniel F. Condor-Camara, Cinthia Pio-del-Aguila, Guido Bendezu-Quispe, et al.

Healthc Inform Res. 2025;31(3):253-262.

Objectives: Understanding and utilizing technology in nursing practice are crucial for adapting to digital environments and enhancing patient care. In this context, integrating nursing informatics courses into university curricula is...

Original Article

July 31, 2025

Public Perceptions and Barriers to Tuberculosis Treatment in Korea: A Large Language Model-Based Analysis of Naver Knowledge-iN Data from 2002 to 2024

Hyewon Park, Siho Kim, Gaeun Kim, et al.

Healthc Inform Res. 2025;31(3):263-273.

Objectives: This study was conducted to investigate public perceptions and concerns surrounding tuberculosis (TB) treatment in Korea through an analysis of online queries about antitubercular medications. Additionally, it evaluated the...

Original Article

July 31, 2025

Advancements in Parkinson’s Disease Prediction Using Machine Learning: A Neurological Perspective

Aravalli Sainath Chaithanya, Nadipudi Kiran Kumar, Gugulothu Venkatesh Prasad, et al.

Healthc Inform Res. 2025;31(3):274-283.

Objectives: This study aims to predict the severity of Parkinson’s disease (PD) by leveraging a comprehensive dataset integrating cerebrospinal fluid protein and peptide data sourced from UniProt, normalized protein expression...

Original Article

July 31, 2025

Machine Learning-Based Age Prediction with Feature Subset Selection from Magnetic Resonance Angiography Data

Hoon-Seok Yoon, Yoon-Chul Kim

Healthc Inform Res. 2025;31(3):284-294.

Objectives: The objective of this study was to evaluate the effectiveness of machine learning (ML) models using selected subsets of features to predict age based on intracranial arterial segments’ tortuosity...

Original Article

July 31, 2025

In-Context Learning with Large Language Models: A Simple and Effective Approach to Improve Radiology Report Labeling

Songsoo Kim, Donghyun Kim, Jaewoong Kim, et al.

Healthc Inform Res. 2025;31(3):295-309.

Objectives: This study assessed the effectiveness of in-context learning using Generative Pre-trained Transformer-4 (GPT-4) for labeling radiology reports. Methods: In this retrospective study, radiology reports were obtained from the Medical...

Review of the 2025 Spring Conference of the Korean Society of Medical Informatics: AI and Human Collaboration in the Age of Generative AI Jooyun Lee, Younghee Lee, Seo Yeon Baik, et al. Healthc Inform Res. 2025;31(3):215-217. Editorial July 31, 2025 Full text PubReader ePub PDF	Development and Evaluation of a Retrieval-Augmented Generation-Based Electronic Medical Record Chatbot System Namrye Son, Inchul Kang, Inhu Kim, et al. Healthc Inform Res. 2025;31(3):218-225. Review Article July 31, 2025 Full text PubReader ePub PDF
Korea’s Bio Big Data Project: Importance and Challenges of Governance and Data Utilization Jae Sun Kim, Dae Un Hong Healthc Inform Res. 2025;31(3):226-234. Review Article July 31, 2025 Full text PubReader ePub PDF Supplementary Material	Digitalizing Emergency Referral System and its Evaluation in Northern Thailand Pudtan Phanthunane, Kritsada Wattanasaovaluk, Atipan Suwatmakin, et al. Healthc Inform Res. 2025;31(3):235-244. Original Article July 31, 2025 Full text PubReader ePub PDF Supplementary Material
How New Chatbots Can Support Personalized Medicine Leonardo J. Ramírez López, Ana María Campos Mora Healthc Inform Res. 2025;31(3):245-252. Original Article July 31, 2025 Full text PubReader ePub PDF	Characterization of Nursing Informatics Courses in Latin America and the Caribbean Daniel F. Condor-Camara, Cinthia Pio-del-Aguila, Guido Bendezu-Quispe, et al. Healthc Inform Res. 2025;31(3):253-262. Original Article July 31, 2025 Cited By 1 Full text PubReader ePub PDF
Public Perceptions and Barriers to Tuberculosis Treatment in Korea: A Large Language Model-Based Analysis of Naver Knowledge-iN Data from 2002 to 2024 Hyewon Park, Siho Kim, Gaeun Kim, et al. Healthc Inform Res. 2025;31(3):263-273. Original Article July 31, 2025 Full text PubReader ePub PDF Supplementary Material	Advancements in Parkinson’s Disease Prediction Using Machine Learning: A Neurological Perspective Aravalli Sainath Chaithanya, Nadipudi Kiran Kumar, Gugulothu Venkatesh Prasad, et al. Healthc Inform Res. 2025;31(3):274-283. Original Article July 31, 2025 Full text PubReader ePub PDF
Machine Learning-Based Age Prediction with Feature Subset Selection from Magnetic Resonance Angiography Data Hoon-Seok Yoon, Yoon-Chul Kim Healthc Inform Res. 2025;31(3):284-294. Original Article July 31, 2025 Full text PubReader ePub PDF	In-Context Learning with Large Language Models: A Simple and Effective Approach to Improve Radiology Report Labeling Songsoo Kim, Donghyun Kim, Jaewoong Kim, et al. Healthc Inform Res. 2025;31(3):295-309. Original Article July 31, 2025 Full text PubReader ePub PDF Supplementary Material
Development of a Mobile Phone Application for Monitoring Cardiovascular Health Gilberto Andrade Tavares, Matheus Henrique Costa Xavier, Iara Victoria dos Santos Moura, et al. Healthc Inform Res. 2025;31(3):310-315. Case Report July 31, 2025 Full text PubReader ePub PDF

Healthcare Informatics Research (HIR) Call for Papers: Special Issue on Data Science for Healthcare

Healthcare Informatics Research (HIR) Call for Papers:
Special Issue on Data Science for Healthcare