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Original Articles
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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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
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Analysis of Adverse Drug Reactions Identified in Nursing Notes Using Reinforcement Learning
Eunjoo Jeon, Youngsam Kim, Hojun Park, Rae Woong Park, Hyopil Shin, Hyeoun-Ae Park
Healthc Inform Res. 2020;26(2):104-111.   Published online April 30, 2020
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Prediction of Chronic Disease-Related Inpatient Prolonged Length of Stay Using Machine Learning Algorithms
Hasan Symum, José L. Zayas-Castro
Healthc Inform Res. 2020;26(1):20-33.   Published online January 31, 2020
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Machine Learning and Initial Nursing Assessment-Based Triage System for Emergency Department
Jae Yong Yu, Gab Yong Jeong, Ok Soon Jeong, Dong Kyung Chang, Won Chul Cha
Healthc Inform Res. 2020;26(1):13-19.   Published online January 31, 2020
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Tutorial
Augmentation of Doppler Radar Data Using Generative Adversarial Network for Human Motion Analysis
Ibrahim Alnujaim, Youngwook Kim
Healthc Inform Res. 2019;25(4):344-349.   Published online October 31, 2019
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