Healthcare Informatics Research

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
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Mapping the Korean National Health Checkup Questionnaire to Standard Terminologies: Ji Eun Hwang, Hyeoun-Ae Park, Soo-Yong Shin; Healthc Inform Res. 2021;27(4):287-297. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.287
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Estimating the Optimal Dexketoprofen Pharmaceutical Formulation with Machine Learning Methods and Statistical Approaches: Atakan Başkor, Yağmur Pirinçci Tok, Burcu Mesut, Yıldız Özsoy, Tamer Uçar; Healthc Inform Res. 2021;27(4):279-286. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.279
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Mobile Health Technology and Healthcare Providers: Systemic Barriers to Adoption: Somayyeh Zakerabasali, Seyed Mohammad Ayyoubzadeh, Tayebeh Baniasadi, Azita Yazdani, Shahabeddin Abhari; Healthc Inform Res. 2021;27(4):267-278. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.267
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Sharing Biomedical Data Obtained Through Government-Funded Research and Development Projects in Korea: Seungwoo Hwang, Hyoun-Joong Kong; Healthc Inform Res. 2021;27(4):265-266. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.265
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Evaluation of Official Healthcare Informatics Applications in Saudi Arabia and their Role in Addressing COVID-19 Pandemic: Nouf Alassaf, Sulaiman Bah, Fatima Almulhim, Norah AlDossary, Munirah Alqahtani; Healthc Inform Res. 2021;27(3):255-263. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.255
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Heart Rate Variability as an Early Objective Indicator of Subjective Feeling of Depression in Daily Life: Han-Gue Jo, Nara Shin; Healthc Inform Res. 2021;27(3):249-254. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.249
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Validation of an Automatic Tagging System for Identifying Respiratory and Hemodynamic Deterioration Events in the Intensive Care Unit: Danielle Jeddah, Ofer Chen, Ari M. Lipsky, Andrea Forgacs, Gershon Celniker, Craig M. Lilly, Itai M. Pessach; Healthc Inform Res. 2021;27(3):241-248. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.241
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Simple Wearable Device to Reduce Stress When Delivering a Speech without Pre-training: Takahiro Yamane, Yuma Nakadoi, Mina Takagi, Mizuki Morita; Healthc Inform Res. 2021;27(3):231-240. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.231
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Automatic Pectoral Muscle Removal and Microcalcification Localization in Digital Mammograms: Kevin Alejandro Hernández Gómez, Julian D. Echeverry-Correa, Álvaro Ángel Orozco Gutiérrez; Healthc Inform Res. 2021;27(3):222-230. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.222
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Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy: Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis, Dimitris Kalles, Nikoletta Skarmoutsou, Maria Martsoukou, Constantinos Christopoulos, Malvina Lada, Stavroula Petropoulou, Aikaterini Velentza, Sophia Michelidou, Rea Chatzikyriakou, Evangelos Dimitrellos; Healthc Inform Res. 2021;27(3):214-221. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.214
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Concerns of Thalassemia Patients, Carriers, and their Caregivers in Malaysia: Text Mining Information Shared on Social Media: Yuen Chi Phang, Azleena Mohd Kassim, Ernest Mangantig; Healthc Inform Res. 2021;27(3):200-213. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.200
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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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Development of a Risk Score for QT Prolongation in the Intensive Care Unit Using Time-Series Electrocardiogram Data and Electronic Medical Records: Tae Young Kim, Byung Jin Choi, Yeryung Koo, Sukhoon Lee, Dukyong Yoon; Healthc Inform Res. 2021;27(3):182-188. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.182
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Global Trends of Regional Health Information Systems and Suggested Strategic Utilization of their Medical Information: Hyejin Park, Sung-Hong Kang, Young Sung Lee, In-Sik Lee, Yul Hwangbo, Kyunghee Cho; Healthc Inform Res. 2021;27(3):175-181. Published online July 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.3.175
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