Journal of Health Informatics and Statistics

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 ...