Bohyun Kim

Copiah-Lincoln Community College — United States

Computer Science · Physical Sciences

11h-index375citations76works2.82yr avg
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Research Topics

Web and Library Services(14), Parkinson's Disease Mechanisms and Treatments(11), Balance, Gait, and Falls Prevention(10), Cerebral Palsy and Movement Disorders(6), Neurological disorders and treatments(5)

Publications76 total

Explainable artificial intelligence using wavelet-transformed surface electromyography images to detect Parkinson’s disease during sit-to-walk
2025Open Access
Multidimensional factors of health-related quality of life in parkinson’s disease using ensemble learning and network analysis
Scientific Reports·2025Open Access
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
arXiv (Cornell University)·2025Open Access
Early Detection of Parkinson’s Disease Using a Single-Arm Wearable Sensor and Convolutional Neural Networks
2025Open Access
Feature Reconstruction Aided Federated Learning for Image Semantic Communication
arXiv (Cornell University)·2025Open Access
Multidimensional Predictors of Health-Related Quality of Life in Parkinson’s Disease Using Ensemble Learning and Network Analysis
2025Open Access
Multimodal Machine Learning Approach for Predicting Cognitive Decline in People with Parkinson’s Disease
2025Open Access
Using machine learning to identify Parkinson’s disease severity subtypes with multimodal data
Journal of NeuroEngineering and Rehabilitation·2025· 9 citedOpen Access
Using machine learning to identify Parkinson’s disease severity subtypes with multimodal data
2025· 1 citedOpen Access
Intolerance of Uncertainty and Its Association With Cancer-Related Symptoms
Cancer Nursing·2025· 1 cited
Machine learning for early detection and severity classification in people with Parkinson’s disease
Scientific Reports·2025· 20 citedOpen Access
Machine Learning for Early Detection and Severity Classification in People with Parkinson's Disease
2024Open Access
Convolutional neural network based detection of early stage Parkinson’s disease using the six minute walk test
Scientific Reports·2024· 12 citedOpen Access
Machine learning approach to classifying declines of physical function and muscle strength associated with cognitive function in older women: gait characteristics based on three speeds
Frontiers in Public Health·2024· 2 citedOpen Access
Convolutional neural network-based detection of early-stage Parkinson’s disease using the six-minute walk test
Research Square (Research Square)·2024Open Access
Barrier Factors Influencing Glycemic Control in Korean Adults with Diabetes
Journal of Industrial Convergence·2024
High sweet foods and low life satisfaction can act as risk factors for acute coronary syndrome through synergistic interaction
European Journal of Preventive Cardiology·2023Open Access
A rapid and automatic procedure for seismic analysis based on deep learning and template matching: a case study on the M 4.1 Goesan earthquake on October 29, 2022
Journal of the geological society of Korea·2023· 5 cited
Association between Severity of Freezing of Gait and Turning Characteristics in People with Parkinson’s Disease
International Journal of Environmental Research and Public Health·2022· 5 citedOpen Access
Association of Muscle Mass, Muscle Strength, and Muscle Function with Gait Ability Assessed Using Inertial Measurement Unit Sensors in Older Women
International Journal of Environmental Research and Public Health·2022· 21 citedOpen Access
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Frequent Co-authors

Changhong Youm(11), Hwayoung Park(11), Hyejin Choi(10), Sang‐Myung Cheon(6), Myeounggon Lee(5), Juseon Hwang(5), Byungjoo Noh(3), Jae‐Yoon Jung(2), Kwan Hee Han(2), Seock Kyu Yoo(2), Hyemin Yoon(2), Sangjin Kim(2), Yoonjae Noh(2), Sungtae Shin(2), Minsoo Kim(2), Yoonjin Lee(2), Kwangyeol Ryu(2), Jeonghoon Shin(2), Ae-Kyung Kim(1), Kyuhyup Oh(1)