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Original Articles
Prediction of Diabetes Using Data Mining and Machine Learning Algorithms: A Cross-Sectional Study
Hassan Shojaee-Mend, Farnia Velayati, Batool Tayefi, Ebrahim Babaee
Healthc Inform Res. 2024;30(1):73-82.   Published online January 31, 2024
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Prediction of Cervical Cancer Patients’ Survival Period with Machine Learning Techniques
Intorn Chanudom, Ekkasit Tharavichitkul, Wimalin Laosiritaworn
Healthc Inform Res. 2024;30(1):60-72.   Published online January 31, 2024
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Review Articles
Survey of Medical Applications of Federated Learning
Geunho Choi, Won Chul Cha, Se Uk Lee, Soo-Yong Shin
Healthc Inform Res. 2024;30(1):3-15.   Published online January 31, 2024
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Requirements for Trustworthy Artificial Intelligence and its Application in Healthcare
Myeongju Kim, Hyoju Sohn, Sookyung Choi, Sejoong Kim
Healthc Inform Res. 2023;29(4):315-322.   Published online October 31, 2023
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Machine Learning for Benchmarking Critical Care Outcomes
Louis Atallah, Mohsen Nabian, Ludmila Brochini, Pamela J. Amelung
Healthc Inform Res. 2023;29(4):301-314.   Published online October 31, 2023
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Named Entity Recognition in Electronic Health Records: A Methodological Review
María C. Durango, Ever A. Torres-Silva, Andrés Orozco-Duque
Healthc Inform Res. 2023;29(4):286-300.   Published online October 31, 2023
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Original Articles
Understanding Arteriosclerotic Heart Disease Patients Using Electronic Health Records: A Machine Learning and Shapley Additive exPlanations Approach
Eka Miranda, Suko Adiarto, Faqir M. Bhatti, Alfi Yusrotis Zakiyyah, Mediana Aryuni, Charles Bernando
Healthc Inform Res. 2023;29(3):228-238.   Published online July 31, 2023
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Improvement of Dialysis Dosing Using Big Data Analytics
Syeda Leena Mumtaz, Abdulrahim Shamayleh, Hussam Alshraideh, Adnane Guella
Healthc Inform Res. 2023;29(2):174-185.   Published online April 30, 2023
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Feasibility Study of Federated Learning on the Distributed Research Network of OMOP Common Data Model
Geun Hyeong Lee, Jonggul Park, Jihyeong Kim, Yeesuk Kim, Byungjin Choi, Rae Woong Park, Sang Youl Rhee, Soo-Yong Shin
Healthc Inform Res. 2023;29(2):168-173.   Published online April 30, 2023
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Data Modeling Using Vital Sign Dynamics for In-hospital Mortality Classification in Patients with Acute Coronary Syndrome
Sarawuth Limprasert, Ajchara Phu-ang
Healthc Inform Res. 2023;29(2):120-131.   Published online April 30, 2023
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Design of a Machine Learning System to Predict the Thickness of a Melanoma Lesion in a Non-Invasive Way from Dermoscopic Images
Ádám Szijártó, Ellák Somfai, András Lőrincz
Healthc Inform Res. 2023;29(2):112-119.   Published online April 30, 2023
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Machine Learning-based Classifiers for the Prediction of Low Birth Weight
Mahya Arayeshgari, Somayeh Najafi-Ghobadi, Hosein Tarhsaz, Sharareh Parami, Leili Tapak
Healthc Inform Res. 2023;29(1):54-63.   Published online January 31, 2023
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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
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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
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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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