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Original Articles
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
Web of Science 4
Crossref 3
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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
Web of Science 2
Crossref 2
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Supplementary Material
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
Web of Science 5
Crossref 5
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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
Web of Science 2
Crossref 2
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Supplementary Material
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
Web of Science 7
Crossref 10
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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
Web of Science 1
Crossref 1
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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
Web of Science 3
Crossref 1
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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
Web of Science 18
Crossref 20
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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
Web of Science 34
Crossref 39
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Supplementary Material
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
Web of Science 1
Crossref 1
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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
Web of Science 17
Crossref 22
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Supplementary Material
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
Web of Science 7
Crossref 3
Full text
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Supplementary Material
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
Web of Science 10
Crossref 9
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Supplementary Material
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
Web of Science 3
Crossref 2
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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
Web of Science 3
Crossref 2
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Journal Impact Factor 2.9
ABOUT
Aims and scope
About the journal
Editorial board
Management policy
Best practice
Open access
Contact us
ARTICLE CATEGORY
Editorial
Review article
Original article
Case report
Tutorial
Communication
Others
Browse all articles >
BROWSE ARTICLES
Current issue
All issues
Most view
Most download
Most cited
Funded articles
Search
Author index
FOR CONTRIBUTORS
Instructions for authors
Code of ethics
Checklist for submission
E-submission
Guideline for peer review process