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Medicine|June 27, 2026
Metaheuristic-driven machine learning study for early detection and classification of Parkinson's disease using feature prioritization with pelican optimization algorithmProloy Kumar Mondal, Haewon ByeonMedicine|May 29, 2025
Mammogram mastery: Breast cancer image classification using an ensemble of deep learning with explainable artificial intelligenceProloy Kumar Mondal, Md Khurshid Jahan, Haewon ByeonHealthcare Technology Letters|April 27, 2026
APB-FLDPA: Adaptive Personalized Blockchain-Federated Learning With Differential Privacy and Attention for Privacy-Preserving Healthcare AnalyticsMd Kamran Hussin Chowdhury, Proloy Kumar Mondal, Md Ariful Islam Mozumder, et al.Frontiers in Endocrinology|July 11, 2022
Factors Influencing the Utilization of Diabetes Complication Tests Under the COVID-19 Pandemic: Machine Learning ApproachHaewon ByeonJournal of Voice : Official Journal of the Voice Foundation|July 11, 2014
The risk factors of laryngeal pathology in Korean adults using a decision tree modelHaewon ByeonLogopedics, Phoniatrics, Vocology|May 7, 2016
Occupational risks for voice disorders: Evidence from a Korea national cross-sectional surveyHaewon ByeonWorld Journal of Psychiatry|August 21, 2025
Can reinforcement learning effectively prevent depression relapse?Haewon ByeonJournal of Personalized Medicine|May 2, 2020
Application of Machine Learning Technique to Distinguish Parkinson's Disease Dementia and Alzheimer's Dementia: Predictive Power of Parkinson's Disease-Related Non-Motor Symptoms and Neuropsychological ProfileHaewon ByeonJournal of Voice : Official Journal of the Voice Foundation|January 27, 2016
A Population-Based Cross-Sectional Study of Alcohol Consumption and Risk of Benign Laryngeal Disease in Korean AdultsHaewon ByeonInternational Journal of Environmental Research and Public Health|February 14, 2020
Meta-Analysis on the Effects of Transcranial Direct Current Stimulation on Naming of Elderly with Primary Progressive AphasiaHaewon ByeonPageof 14