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- Original Articles
- Predicting the Risk of Severity and Readmission in Patients with Heart Failure in Indonesia: A Machine Learning Approach
- Finna E. Indriany, Kemal N. Siregar, Budhi Setianto Purwowiyoto, Bambang Budi Siswanto, Indrajani Sutedja, Hendy R. Wijaya
- Healthc Inform Res. 2024;30(3):253-265. Published online July 31, 2024
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- Genetic Algorithm-based Convolutional Neural Network Feature Engineering for Optimizing Coronary Heart Disease Prediction Performance
- Erwin Yudi Hidayat, Yani Parti Astuti, Ika Novita Dewi, Abu Salam, Moch. Arief Soeleman, Zainal Arifin Hasibuan, Ahmed Sabeeh Yousif
- Healthc Inform Res. 2024;30(3):234-243. Published online July 31, 2024
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- 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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