Healthcare Informatics Research

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Review Article

January 31, 2024

Survey of Medical Applications of Federated Learning

Geunho Choi, Won Chul Cha, Se Uk Lee, et al.

Healthc Inform Res. 2024;30(1):3-15.

Objectives: Medical artificial intelligence (AI) has recently attracted considerable attention. However, training medical AI models is challenging due to privacy-protection regulations. Among the proposed solutions, federated learning (FL) stands out....

Review Article

January 31, 2024

Review of Qualitative Research Methods in Health Information System Studies

Kyoungsoo Park, Woojong Moon

Healthc Inform Res. 2024;30(1):16-34.

Objectives: The aim of this study was to review hospital-based health information system (HIS) studies that used qualitative research methods and evaluate their methodological contexts and implications. In addition, we...

Original Article

January 31, 2024

Impact of the Lightwave Health Information Management Software on the Dimensions of Quality of Healthcare Data

Charles Nana Agyemang Amoateng, Emmanuel Kusi Achampong

Healthc Inform Res. 2024;30(1):35-41.

Objectives: The use of technology in healthcare to manage patient records, guide diagnosis, and make referrals is termed electronic healthcare. An electronic health record system called Lightwave Health Information Management...

Original Article

January 31, 2024

Deep Learning Model and its Application for the Diagnosis of Exudative Pharyngitis

Seo Yi Chng, Paul Jie Wen Tern, Matthew Rui Xian Kan, et al.

Healthc Inform Res. 2024;30(1):42-48.

Objectives: Telemedicine is firmly established in the healthcare landscape of many countries. Acute respiratory infections are the most common reason for telemedicine consultations. A throat examination is important for diagnosing...

Original Article

January 31, 2024

Technological Challenges and Solutions in Emergency Remote Teaching for Nursing: An International Cross-Sectional Survey

Eunjoo Jeon, Laura-Maria Peltonen, Lorraine J. Block, et al.

Healthc Inform Res. 2024;30(1):49-59.

Objectives: With the sudden global shift to online learning modalities, this study aimed to understand the unique challenges and experiences of emergency remote teaching (ERT) in nursing education. Methods: We conducted...

Original Article

January 31, 2024

Prediction of Cervical Cancer Patients’ Survival Period with Machine Learning Techniques

Intorn Chanudom, Ekkasit Tharavichitkul, Wimalin Laosiritaworn

Healthc Inform Res. 2024;30(1):60-72.

Objectives: The objective of this research is to apply machine learning (ML) algorithms to predict the survival of cervical cancer patients. The aim was to address the limitations of traditional...

Original Article

January 31, 2024

Prediction of Diabetes Using Data Mining and Machine Learning Algorithms: A Cross-Sectional Study

Hassan Shojaee-Mend, Farnia Velayati, Batool Tayefi, et al.

Healthc Inform Res. 2024;30(1):73-82.

Objectives: This study aimed to develop a model to predict fasting blood glucose status using machine learning and data mining, since the early diagnosis and treatment of diabetes can improve...

Current Issue: Volume 30(1); Jan 2024

Journal Impact Factor 2.9

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Copyright © 2024 by Korean Society of Medical Informatics.

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