Healthcare Informatics Research

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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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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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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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
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Effectiveness of Transfer Learning for Deep Learning-Based Electrocardiogram Analysis: Jong-Hwan Jang, Tae Young Kim, Dukyong Yoon; Healthc Inform Res. 2021;27(1):19-28. Published online January 31, 2021; DOI: https://doi.org/10.4258/hir.2021.27.1.19
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Mortality Prediction from Hospital-Acquired Infections in Trauma Patients Using an Unbalanced Dataset: Mehrdad Karajizadeh, Mahdi Nasiri, Mahnaz Yadollahi, Amir Hussain Zolfaghari, Ali Pakdam; Healthc Inform Res. 2020;26(4):284-294. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.284
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Analysis of Smartphone Recordings in Time, Frequency, and Cepstral Domains to Classify Parkinson’s Disease: Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi; Healthc Inform Res. 2020;26(4):274-283. Published online October 31, 2020; DOI: https://doi.org/10.4258/hir.2020.26.4.274
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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
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Prediction of Serum Creatinine in Hemodialysis Patients Using a Kernel Approach for Longitudinal Data: Mohammad Moqaddasi Amiri, Leili Tapak, Javad Faradmal, Javad Hosseini, Ghodratollah Roshanaei; Healthc Inform Res. 2020;26(2):112-118. Published online April 30, 2020; DOI: https://doi.org/10.4258/hir.2020.26.2.112
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