Healthcare Informatics Research

Development and Verification of Time-Series Deep Learning for Drug-Induced Liver Injury Detection in Patients Taking Angiotensin II Receptor Blockers: A Multicenter Distributed Research Network Approach: Suncheol Heo, Jae Yong Yu, Eun Ae Kang, Hyunah Shin, Kyeongmin Ryu, Chungsoo Kim, Yebin Chegal, Hyojung Jung, Suehyun Lee, Rae Woong Park, Kwangsoo Kim, Yul Hwangbo, Jae-Hyun Lee, Yu Rang Park; Healthc Inform Res. 2023;29(3):246-255. Published online July 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.3.246
Correction in: Healthc Inform Res 2024;30(2):168; Full text PubReader ePub PDF Supplementary Material

Machine Learning-based Classifiers for the Prediction of Low Birth Weight: Mahya Arayeshgari, Somayeh Najafi-Ghobadi, Hosein Tarhsaz, Sharareh Parami, Leili Tapak; Healthc Inform Res. 2023;29(1):54-63. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.54
Web of Science 2 Crossref 3; Full text PubReader ePub PDF

Application of a Multi-Layer Perceptron in Preoperative Screening for Orthognathic Surgery: Natkritta Chaiprasittikul, Bhornsawan Thanathornwong, Suchaya Pornprasertsuk-Damrongsri, Somchart Raocharernporn, Somporn Maponthong, Somchai Manopatanakul; Healthc Inform Res. 2023;29(1):16-22. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.16
Web of Science 2 Crossref 2; Full text PubReader ePub PDF

Development and Comparison of Three Data Models for Predicting Diabetes Mellitus Using Risk Factors in a Nigerian Population: Oluwakemi Odukoya, Solomon Nwaneri, Ifedayo Odeniyi, Babatunde Akodu, Esther Oluwole, Gbenga Olorunfemi, Oluwatoyin Popoola, Akinniyi Osuntoki; Healthc Inform Res. 2022;28(1):58-67. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.58
Web of Science 1 Crossref 1; Full text PubReader ePub PDF Supplementary Material

Impact of the Choice of Cross-Validation Techniques on the Results of Machine Learning-Based Diagnostic Applications: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2021;27(3):189-199. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.189
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Application of Predictive Modelling to Improve the Discharge Process in Hospitals: Sayed Hisham, Shahina Abdul Rasheed, Brayal Dsouza; Healthc Inform Res. 2020;26(3):166-174. Published online July 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.3.166
Web of Science 3 Crossref 2; Full text PubReader ePub PDF

Public Acceptance of a Health Information Exchange in Korea: Hayoung Park, Jong Son Park, Hye Rin Lee, Soomin Kim; Healthc Inform Res. 2018;24(4):359-370. Published online October 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.4.359
Web of Science 1 Crossref 1; Full text PubReader PDF

Bayesian Network Model to Evaluate the Effectiveness of Continuous Positive Airway Pressure Treatment of Sleep Apnea: Olli-Pekka Ryynänen, Timo Leppänen, Pekka Kekolahti, Esa Mervaala, Juha Töyräs; Healthc Inform Res. 2018;24(4):346-358. Published online October 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.4.346
Web of Science 7 Crossref 7; Full text PubReader PDF

Development of a Stress Classification Model Using Deep Belief Networks for Stress Monitoring: Se-Hui Song, Dong Keun Kim; Healthc Inform Res. 2017;23(4):285-292. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.285
Web of Science 18 Crossref 11; Full text PubReader PDF

Prediction of Kidney Graft Rejection Using Artificial Neural Network: Leili Tapak, Omid Hamidi, Payam Amini, Jalal Poorolajal; Healthc Inform Res. 2017;23(4):277-284. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.277
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Clinical Decision Support Model to Predict Occlusal Force in Bruxism Patients: Bhornsawan Thanathornwong, Siriwan Suebnukarn; Healthc Inform Res. 2017;23(4):255-261. Published online October 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.4.255
Web of Science 3 Crossref 3; Full text PubReader PDF

Conversion and Data Quality Assessment of Electronic Health Record Data at a Korean Tertiary Teaching Hospital to a Common Data Model for Distributed Network Research: Dukyong Yoon, Eun Kyoung Ahn, Man Young Park, Soo Yeon Cho, Patrick Ryan, Martijn J. Schuemie, Dahye Shin, Hojun Park, Rae Woong Park; Healthc Inform Res. 2016;22(1):54-58. Published online January 31, 2016; DOI: https://doi.org/10.4258/hir.2016.22.1.54
Web of Science 45 Crossref 40; Full text PubReader PDF Supplementary Material

Perception of Influencing Factors on Acceptance of Mobile Health Monitoring Service: A Comparison between Users and Non-users: Jaebeom Lee, Mi Jung Rho; Healthc Inform Res. 2013;19(3):167-176. Published online September 30, 2013; DOI: https://doi.org/10.4258/hir.2013.19.3.167
Crossref 47; Full text PubReader PDF

Support Vector Regression-based Model to Analyze Prognosis of Infants with Congenital Muscular Torticollis: Suk-Tae Seo, In-Hee Lee, Chang-Sik Son, Hee-Joon Park, Hyoung-Seob Park, Hyuck-Jun Yoon, Yoon-Nyun Kim; Healthc Inform Res. 2010;16(4):224-230. Published online December 31, 2010; DOI: https://doi.org/10.4258/hir.2010.16.4.224
Crossref 5; Full text PubReader PDF

Detailed Clinical Models: A Review: William Goossen, Anneke Goossen-Baremans, Michael van der Zel; Healthc Inform Res. 2010;16(4):201-214. Published online December 31, 2010; DOI: https://doi.org/10.4258/hir.2010.16.4.201
Crossref 55; Full text PubReader PDF

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