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Original Articles
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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