Healthcare Informatics Research

Clinical Decision Support System for Geriatric Dental Treatment Using a Bayesian Network and a Convolutional Neural Network: Bhornsawan Thanathornwong, Siriwan Suebnukarn, Kan Ouivirach; Healthc Inform Res. 2023;29(1):23-30. Published online January 31, 2023; DOI: https://doi.org/10.4258/hir.2023.29.1.23
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Development of a Secondary Dental-Specific Database for Active Learning of Genetics in Dentistry Programs: Nazlee Sharmin, Ava K. Chow, Shanice Govia; Healthc Inform Res. 2022;28(4):387-393. Published online October 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.4.387; Full text PubReader ePub PDF

Discovery of Intentional Self-Harm Patterns from Suicide and Self-Harm Surveillance Reports: Vuttichai Vichianchai, Sumonta Kasemvilas; Healthc Inform Res. 2022;28(4):319-331. Published online October 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.4.319; Full text PubReader ePub PDF

Unsupervised Machine Learning to Identify Depressive Subtypes: Benson Kung, Maurice Chiang, Gayan Perera, Megan Pritchard, Robert Stewart; Healthc Inform Res. 2022;28(3):256-266. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.256
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Development of a Frailty Detection Model Using Machine Learning with the Korean Frailty and Aging Cohort Study Data: Dongjun Koo, Ah Ra Lee, Eunjoo Lee, Il Kon Kim; Healthc Inform Res. 2022;28(3):231-239. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.231
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Quantification of Efflorescences in Pustular Psoriasis Using Deep Learning: Ludovic Amruthalingam, Oliver Buerzle, Philippe Gottfrois, Alvaro Gonzalez Jimenez, Anastasia Roth, Thomas Koller, Marc Pouly, Alexander A. Navarini; Healthc Inform Res. 2022;28(3):222-230. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.222
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Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2022;28(3):210-221. Published online July 31, 2022; DOI: https://doi.org/10.4258/hir.2022.28.3.210
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Implementing Augmented Reality to Facilitate the Learning of Oral Histology: Nazlee Sharmin, Ava K. Chow, Dominic Votta, Nathanial Maeda; Healthc Inform Res. 2022;28(2):170-175. Published online April 30, 2022; DOI: https://doi.org/10.4258/hir.2022.28.2.170
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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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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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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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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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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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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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