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; Full text PubReader ePub PDF Supplementary Material

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

Five-Class Classification of Cervical Pap Smear Images: A Study of CNN-Error-Correcting SVM Models: Audrey K. C. Huong, Kim Gaik Tay, Xavier T. I. Ngu; Healthc Inform Res. 2021;27(4):298-306. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.298; Full text PubReader ePub PDF

Social Network Analysis of an Online Smoking Cessation Community to Identify Users’ Smoking Status: Adnan Muhammad Shah, Xiangbin Yan, Abdul Qayyum; Healthc Inform Res. 2021;27(2):116-126. Published online April 30, 2021; DOI: https://doi.org/10.4258/hir.2021.27.2.116
Web of Science 1 Crossref 1; Full text PubReader ePub PDF

Determining Public Opinion of the COVID-19 Pandemic in South Korea and Japan: Social Network Mining on Twitter: Hocheol Lee, Eun Bi Noh, Sea Hwan Choi, Bo Zhao, Eun Woo Nam; Healthc Inform Res. 2020;26(4):335-343. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.335
Web of Science 19 Crossref 18; Full text PubReader ePub PDF

Development and Usability Evaluation of a Healthy Lifestyle Coaching Chatbot Using a Habit Formation Model: Meihua Piao, Jeongeun Kim, Hyeongju Ryu, Hyeongsuk Lee; Healthc Inform Res. 2020;26(4):255-264. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.255
Web of Science 4 Crossref 8; Full text PubReader ePub PDF

Nature of Complex Network of Dengue Epidemic as a Scale-Free Network: Hafiz Abid Mahmood Malik, Faiza Abid, Nadeem Mahmood, Mohamed Ridza Wahiddin, Asif Malik; Healthc Inform Res. 2019;25(3):182-192. Published online July 31, 2019; DOI: https://doi.org/10.4258/hir.2019.25.3.182
Web of Science 7 Crossref 8; Full text PubReader PDF

Development of Artificial Intelligence to Support Needle Electromyography Diagnostic Analysis: Sangwoo Nam, Min Kyun Sohn, Hyun Ah Kim, Hyoun-Joong Kong, Il-Young Jung; Healthc Inform Res. 2019;25(2):131-138. Published online April 30, 2019; DOI: https://doi.org/10.4258/hir.2019.25.2.131
Web of Science 5 Crossref 6; Full text PubReader PDF

Fast Convolutional Method for Automatic Sleep Stage Classification: Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy; Healthc Inform Res. 2018;24(3):170-178. Published online July 31, 2018; DOI: https://doi.org/10.4258/hir.2018.24.3.170
Web of Science 11 Crossref 15; Full text PubReader PDF

Predicting Length of Stay in Intensive Care Units after Cardiac Surgery: Comparison of Artificial Neural Networks and Adaptive Neuro-fuzzy System: Hamidreza Maharlou, Sharareh R. Niakan Kalhori, Shahrbanoo Shahbazi, Ramin Ravangard; Healthc Inform Res. 2018;24(2):109-117. Published online April 30, 2018; DOI: https://doi.org/10.4258/hir.2018.24.2.109
Web of Science 8 Crossref 9; 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
Web of Science 23 Crossref 25; Full text PubReader PDF

Statistics and Deep Belief Network-Based Cardiovascular Risk Prediction: Jaekwon Kim, Ungu Kang, Youngho Lee; Healthc Inform Res. 2017;23(3):169-175. Published online July 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.3.169
Web of Science 27 Crossref 24; Full text PubReader PDF

Fall Detection System for the Elderly Based on the Classification of Shimmer Sensor Prototype Data: Moiz Ahmed, Nadeem Mehmood, Adnan Nadeem, Amir Mehmood, Kashif Rizwan; Healthc Inform Res. 2017;23(3):147-158. Published online July 31, 2017; DOI: https://doi.org/10.4258/hir.2017.23.3.147
Web of Science 16 Crossref 14; Full text PubReader PDF

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