Choi, Geunho Cha, Won Chul Lee, Se Uk Shin, Soo-Yong
Published in
Healthcare informatics research
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. FL involves transmitting only model parameters without sharing the original data, making it particularly suita...
Chanudom, Intorn Tharavichitkul, Ekkasit Laosiritaworn, Wimalin
Published in
Healthcare informatics research
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 statistical methods, which often fail to provide accurate answers due to the complexity of the problem. This research employed visualization techniques for initial dat...
Park, Jihwan Rho, Mi Jung
Published in
Healthcare informatics research
Distributed research networks (DRNs) facilitate multicenter research by enabling the use of multicenter data; therefore, they are increasingly utilized in healthcare fields. Despite the numerous advantages of DRNs, it is crucial to understand researchers' acceptance of these networks to ensure their effective application in multicenter research. In...
Atallah, Louis Nabian, Mohsen Brochini, Ludmila Amelung, Pamela J
Published in
Healthcare informatics research
Enhancing critical care efficacy involves evaluating and improving system functioning. Benchmarking, a retrospective comparison of results against standards, aids risk-adjusted assessment and helps healthcare providers identify areas for improvement based on observed and predicted outcomes. The last two decades have seen the development of several ...
Lee, Kyehwa Lee, Yura Lee, Jae-Ho
Published in
Healthcare informatics research
This study examined the adoption and utilization of personal health records (PHR) across Korean medical institutions using data from the 2020 National Health and Medical Informatization Survey. Spearheaded by the Ministry of Health and Welfare and prominent academic societies, this study surveyed PHR utilization in 574 medical institutions. Among t...
Kyyhkynen, Rasmus Peltonen, Laura-Maria Smed, Jouni
Published in
Healthcare informatics research
The use of videoconferencing technologies for clinician-patient online consultations has become increasingly popular. Training on online communication competence through a videoconferencing application that integrates nonverbal communication detection with feedback is one way to prepare future clinicians to conduct effective online consultations. T...
Zayim, Neşe Yıldız, Hasibe Yüce, Yilmaz Kemal
Published in
Healthcare informatics research
Mobile health applications that are designed without considering usability criteria can lead to cognitive overload, resulting in the rejection of these apps. To avoid this problem, the user interface of mobile health applications should be evaluated for cognitive load. This evaluation can contribute to the improvement of the user interface and help...
Kang, Hyunwook Moon, Mikyung
Published in
Healthcare informatics research
The benefits of physical activity (PA) for breast cancer (BC) patients and survivors are well documented. With the widespread use of the internet and mobile phones, along with the recent coronavirus disease 2019 pandemic, there has been a growing interest in digital health interventions. This study conducted a systematic review and meta-analysis to...
Park, Hyeoun-Ae
Published in
Healthcare informatics research
Jung, Junho Kim, Hyungjin Lee, Seung-Hwa Park, Jungchan Lim, Sungsoo Yang, Kwangmo
Published in
Healthcare informatics research
Public healthcare data have become crucial to the advancement of medicine, and recent changes in legal structure on privacy protection have expanded access to these data with pseudonymization. Recent debates on public healthcare data use by private insurance companies have shown large discrepancies in perceptions among the general public, healthcar...
