Dong-Hee Shin

Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis

Deok-Joong Lee, Dong-Hee Shin, Young-Han Son et al. · IEEE Journal of Biomedical and Health Informatics · 2024 · 38 citations

Life Sciences, Neuroscience, Psychiatry +17

Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation

Ji-Hye Oh, Deok-Joong Lee, Chang-Hoon Ji et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 31 citations · Full text

Computing, Neuroscience, Psychiatry +17

META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain–computer interfaces

Ji-Wung Han, Soyeon Bak, Jun-Mo Kim et al. · Expert Systems with Applications · 2023 · 28 citations

Computing, Computer Science, Neuroscience +16

MARS: Multiagent Reinforcement Learning for Spatial—Spectral and Temporal Feature Selection in EEG-Based BCI

Dong-Hee Shin, Young-Han Son, Jun-Mo Kim et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2024 · 25 citations

Computing, Neuroscience, Artificial Intelligence +16

Sparse Graph Representation Learning Based on Reinforcement Learning for Personalized Mild Cognitive Impairment (MCI) Diagnosis

Chang-Hoon Ji, Dong-Hee Shin, Young-Han Son et al. · IEEE Journal of Biomedical and Health Informatics · 2024 · 20 citations

Life Sciences, Neuroscience, Biomedical Imaging +16