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REVIEW ARTICLE 2025 February 28
Leveraging Artificial Intelligence in Medical Audit: Opportunities and Challenges
Medical audit refers to the process of systematically reviewing patients’ medical records, billing data, and other data according to cost and quality standards. This study reviewed the applicability, opportunities, and challenges of artificial intelligence (AI) technology in th...
ORIGINAL ARTICLE 2025 February 28
Comparison of Federated Learning and Fair Federated Learning for Pneumonia Patient Classification
Objectives: This study aims to compare the performance of federated learning (FL) and fair federated learning (FFL) in classifying pneumonia patients based on chest X-ray data. The primary focus is on assessing the accuracy and fairness of these models in handling imbalanced and...
ORIGINAL ARTICLE 2025 February 28
Statin Dose Trajectories and Risk of Graves’ Orbitopathy in Patients with Graves’ Disease Using Clustering Algorithm
Objectives: Graves’ orbitopathy (GO) is an autoimmune condition linked with Graves’ disease (GD). This study focuses on the relationship between statin dose trajectories and the risk of developing GO among GD patients using the data from the National Health Insurance Service ...
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Brief Communication
1 Trends in Hypertension, Diabetes, Metabolic Syndrome, Dyslipidemia, and Health Behaviors: A Comparative Study between Gangwondo and Nationwide
Kyu-Tae Park, Tae-Hwa Go, Hanbit Park, Kwang Jin Chun, Jung-Woo Son, Byung-Ryul Cho, Dong Ryeol Ryu, Dae Ryong Kang, Jang Young Kim
J Health Info Stat.2025;50(1):1-9.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.1
                        
Review Article
10 Leveraging Artificial Intelligence in Medical Audit: Opportunities and Challenges
Boram Sim
J Health Info Stat.2025;50(1):10-21.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.10
                        
Original Articles
22 Psychosocial and Demographic Predictors of SNS Usage Patterns among People with Disabilities
Mina Hwang, Yul Ha Min
J Health Info Stat.2025;50(1):22-30.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.22
                        
31 Comparison of Federated Learning and Fair Federated Learning for Pneumonia Patient Classification
Kyungmin Na, Dohyoung Kim, Youngho Lee
J Health Info Stat.2025;50(1):31-38.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.31
                        
39 Quality of Life Based on the Experience of Psychological Counseling in Adults with Depressive Symptoms
Jihyeon Seo, Jihye Lim
J Health Info Stat.2025;50(1):39-46.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.39
                        
47 Association between Mental Health Literacy and Depression and Suicidal Ideation in Chungcheongnam-do, South Korea
Ji Sung Hong, Jeong Min Yang, Jae Hyun Kim, Jung Jae Lee
J Health Info Stat.2025;50(1):47-56.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.47
                        
57 Estimating Hospitalization Incidence for Ischaemic Heart Disease Using National Health Insurance Claims Data
Su-Jin Lee, Jong-Yeon Kim
J Health Info Stat.2025;50(1):57-64.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.57
                        
65 The Relationship between Health-related Behavior and Generalized Anxiety Disorder in Korean Adolescents
Sun-Hwa Kim, So-Yeon Ryu, Seong-Woo Choi, Mi-Ah Han, Jong Park
J Health Info Stat.2025;50(1):65-73.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.65
                        
74 Factors Influencing Health Literacy Competency of Nurses in a Public Hospital
Hyunjin Lee, Heeseung Yoon, Gyongok Kim, Soojin Kang, Gunja Jang
J Health Info Stat.2025;50(1):74-80.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.74
                        
81 Relationship between Barriers and Performance for Delirium Care among Hospital Nurses: The Mediating Effect of Self-confidence
Hee Yeon Kim, Hye-Ja Park
J Health Info Stat.2025;50(1):81-89.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.81
                        
90 Recent Patterns of Elderly Suicide in Korea
Yonghwan Moon, Minsol Jo, Sun Young Lee, Daroh Lim
J Health Info Stat.2025;50(1):90-95.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.90
                        
96 Factors Affecting Fall Incidents at Long-term Care Hospitals: Using Data from the Korea Patient Safety Reporting and Learning System
Soojin Chung, Jeongim Lee
J Health Info Stat.2025;50(1):96-103.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.96
                        
104 Statin Dose Trajectories and Risk of Graves’ Orbitopathy in Patients with Graves’ Disease Using Clustering Algorithm
Jinmo Kang, Jeong Kyu Lee, Hwa Young Ahn, Jooyoung Lee
J Health Info Stat.2025;50(1):104-112.   Published online February 28, 2025
DOI: https://doi.org/10.21032/jhis.2025.50.1.104
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