- Frameworks for Evaluating the Impact of Safety Technology Use
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Cho I
- KMID: 2542134
- Healthc Inform Res.
- 2023 Apr;29(2):89-92.
- doi: 10.4258/hir.2023.29.2.89
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- Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model
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Lee GH, Park J, Kim J, Kim Y, Choi B, Park RW, Rhee SY, Shin SY
- KMID: 2542143
- Healthc Inform Res.
- 2023 Apr;29(2):168-173.
- doi: 10.4258/hir.2023.29.2.168
Objectives: Since protecting patients’ privacy is a major concern in clinical research, there has been a growing need for privacy-preserving data analysis platforms. For this purpose, a federated learning (FL)... -
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- Design of a Machine Learning System to Predict the Thickness of a Melanoma Lesion in a Non-Invasive Way from Dermoscopic Images
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Szijártó Á, Somfai E, Lőrincz A
- KMID: 2542137
- Healthc Inform Res.
- 2023 Apr;29(2):112-119.
- doi: 10.4258/hir.2023.29.2.112
Objectives: Melanoma is the deadliest form of skin cancer, but it can be fully cured through early detection and treatment in 99% of cases. Our aim was to develop a... -
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- Standardized Database of 12-Lead Electrocardiograms with a Common Standard for the Promotion of Cardiovascular Research: KURIAS-ECG
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Yoo H, Yum Y, Park SW, Lee JM, Jang M, Kim Y, Kim JH, Park HJ, Han KS, Park JH, Joo HJ
- KMID: 2542139
- Healthc Inform Res.
- 2023 Apr;29(2):132-144.
- doi: 10.4258/hir.2023.29.2.132
Objectives: Electrocardiography (ECG)-based diagnosis by experts cannot maintain uniform quality because individual differences may occur. Previous public databases can be used for clinical studies, but there is no common standard... -
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- Automatic Method for Optic Disc Segmentation Using Deep Learning on Retinal Fundus Images
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Septiarini A, Hamdani H, Setyaningsih E, Junirianto E, Utaminingrum F
- KMID: 2542140
- Healthc Inform Res.
- 2023 Apr;29(2):145-151.
- doi: 10.4258/hir.2023.29.2.145
Objectives: The optic disc is part of the retinal fundus image structure, which influences the extraction of glaucoma features. This study proposes a method that automatically segments the optic disc... -
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- Improvement of Dialysis Dosing Using Big Data Analytics
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Mumtaz SL, Shamayleh A, Alshraideh H, Guella A
- KMID: 2542144
- Healthc Inform Res.
- 2023 Apr;29(2):174-185.
- doi: 10.4258/hir.2023.29.2.174
Objectives: Large amounts of healthcare data are now generated via patient health records, records of diagnosis and treatment, smart devices, and wearables. Extracting insights from such data can transform healthcare... -
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- Design of a Reminder and Recall System in a Contact Tracing Application to Support Coronavirus Booster Vaccination
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Rahmadhan MAWP, Azizi MI, Handayani PW, Monicha A
- KMID: 2542135
- Healthc Inform Res.
- 2023 Apr;29(2):93-102.
- doi: 10.4258/hir.2023.29.2.93
Objectives: The rate of coronavirus disease 2019 (COVID-19) booster vaccination in Indonesia remains relatively low, representing 15.33% of the overall vaccination target as of April 2022. The implementation of a... -
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- Development of a Drug Management Performance Application: A Needs Assessment in Indonesia
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F, S, Lazuardi L
- KMID: 2542136
- Healthc Inform Res.
- 2023 Apr;29(2):103-111.
- doi: 10.4258/hir.2023.29.2.103
Objectives: This study assessed the current state of pharmacy management information systems in Indonesia and systematically determined the improvements needed from the stakeholders’ perspective. Methods: This descriptive study used focus group... -
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- Dorsal Hand Vein Pattern Recognition: A Comparison between Manual and Automatic Segmentation Methods
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Laghari WA, Huong A, Tay KG, Chew CC
- KMID: 2542141
- Healthc Inform Res.
- 2023 Apr;29(2):152-160.
- doi: 10.4258/hir.2023.29.2.152
Objectives: Various techniques for dorsal hand vein (DHV) pattern extraction have been introduced using small datasets with poor and inconsistent segmentation. This work compared manual segmentation with our proposed hybrid... -
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- User Experience of Augmented Reality Glasses-based Tele-Exercise in Elderly Women
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Yoo I, Kong HJ, Joo H, Choi Y, Kim SW, Lee KE, Hong J
- KMID: 2542142
- Healthc Inform Res.
- 2023 Apr;29(2):161-167.
- doi: 10.4258/hir.2023.29.2.161
Objectives: The purpose of this study was to identify any difference in user experience between tablet- and augmented reality (AR) glasses-based tele-exercise programs in elderly women. Methods: Participants in the AR... -
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- Data Modeling Using Vital Sign Dynamics for In-hospital Mortality Classification in Patients with Acute Coronary Syndrome
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Limprasert S, Phu-ang A
- KMID: 2542138
- Healthc Inform Res.
- 2023 Apr;29(2):120-131.
- doi: 10.4258/hir.2023.29.2.120
Objectives: This study compared feature selection by machine learning or expert recommendation in the performance of classification models for in-hospital mortality among patients with acute coronary syndrome (ACS) who underwent... -
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