Healthcare Informatics Research

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
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Texture, Morphology, and Statistical Analysis to Differentiate Primary Brain Tumors on Two-Dimensional Magnetic Resonance Imaging Scans Using Artificial Intelligence Techniques: Subrata Bhattacharjee, Deekshitha Prakash, Cho-Hee Kim, Hee-Cheol Kim, Heung-Kook Choi; Healthc Inform Res. 2022;28(1):46-57. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.46
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Analysis of the Effects of Electronic Medical Records and a Payment Scheme on the Length of Hospital Stay: Melaku Haile Likka, Yukio Kurihara; Healthc Inform Res. 2022;28(1):35-45. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.35; Full text PubReader ePub PDF

Impact of Universal Suicide Risk Screening in a Pediatric Emergency Department: A Discrete Event Simulation Approach: Kenneth W. McKinley, Kelly N. Z. Rickard, Finza Latif, Theresa Wavra, Julie Berg, Sephora Morrison, James M. Chamberlain, Shilpa J. Patel; Healthc Inform Res. 2022;28(1):25-34. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.25
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Protected Health Information Recognition by Fine-Tuning a Pre-training Transformer Model: Seo Hyun Oh, Min Kang, Youngho Lee; Healthc Inform Res. 2022;28(1):16-24. Published online January 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.1.16
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Population Mobility, Lockdowns, and COVID-19 Control: An Analysis Based on Google Location Data and Doubling Time from India: Aravind Gandhi Periyasamy, U Venkatesh; Healthc Inform Res. 2021;27(4):325-334. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.325
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Stakeholders’ Perceptions of the Implementation of a Patient-Centric Digital Health Application for Primary Healthcare in India: Dharamjeet Singh Faujdar, Tarundeep Singh, Manmeet Kaur, Sundeep Sahay, Rajesh Kumar; Healthc Inform Res. 2021;27(4):315-324. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.315
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Predicting Hospital Readmission in Heart Failure Patients in Iran: A Comparison of Various Machine Learning Methods: Roya Najafi-Vosough, Javad Faradmal, Seyed Kianoosh Hosseini, Abbas Moghimbeigi, Hossein Mahjub; Healthc Inform Res. 2021;27(4):307-314. Published online October 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.4.307
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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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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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