Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection
Kam, Tae-Eui, Zhang, Han, Jiao, Zhicheng, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.02.2020)
Published in IEEE transactions on medical imaging (01.02.2020)
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Journal Article
FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations
Son, Young-Han, Shin, Dong-Hee, Kam, Tae-Eui
Published in IEEE journal of biomedical and health informatics (01.07.2024)
Published in IEEE journal of biomedical and health informatics (01.07.2024)
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Journal Article
A Unified Multi-Modality Fusion Framework for Deep Spatio-Spectral-Temporal Feature Learning in Resting-State fMRI Denoising
Lim, Minjoo, Heo, Keun-Soo, Kim, Jun-Mo, Kang, Bogyeong, Lin, Weili, Zhang, Han, Shen, Dinggang, Kam, Tae-Eui
Published in IEEE journal of biomedical and health informatics (01.04.2024)
Published in IEEE journal of biomedical and health informatics (01.04.2024)
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Journal Article
Motion Sickness Prediction Based on Dry EEG in Real Driving Environment
Bang, Ji-Seon, Won, Dong-Ok, Kam, Tae-Eui, Lee, Seong-Whan
Published in IEEE transactions on intelligent transportation systems (01.05.2023)
Published in IEEE transactions on intelligent transportation systems (01.05.2023)
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Journal Article
Deep attentive spatio-temporal feature learning for automatic resting-state fMRI denoising
Heo, Keun-Soo, Shin, Dong-Hee, Hung, Sheng-Che, Lin, Weili, Zhang, Han, Shen, Dinggang, Kam, Tae-Eui
Published in NeuroImage (Orlando, Fla.) (01.07.2022)
Published in NeuroImage (Orlando, Fla.) (01.07.2022)
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Journal Article
Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation
Oh, Ji-Hye, Lee, Deok-Joong, Ji, Chang-Hoon, Shin, Dong-Hee, Han, Ji-Wung, Son, Young-Han, Kam, Tae-Eui
Published in IEEE journal of biomedical and health informatics (01.03.2024)
Published in IEEE journal of biomedical and health informatics (01.03.2024)
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Journal Article
Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis
Lee, Deok-Joong, Shin, Dong-Hee, Son, Young-Han, Han, Ji-Wung, Oh, Ji-Hye, Kim, Da-Hyun, Jeong, Ji-Hoon, Kam, Tae-Eui
Published in IEEE journal of biomedical and health informatics (01.05.2024)
Published in IEEE journal of biomedical and health informatics (01.05.2024)
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Journal Article
Autonomous System for EEG-Based Multiple Abnormal Mental States Classification Using Hybrid Deep Neural Networks Under Flight Environment
Lee, Dae-Hyeok, Jeong, Ji-Hoon, Yu, Baek-Woon, Kam, Tae-Eui, Lee, Seong-Whan
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.10.2023)
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.10.2023)
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Journal Article
MARS: Multiagent Reinforcement Learning for Spatial-Spectral and Temporal Feature Selection in EEG-Based BCI
Shin, Dong-Hee, Son, Young-Han, Kim, Jun-Mo, Ahn, Hee-Jun, Seo, Jun-Ho, Ji, Chang-Hoon, Han, Ji-Wung, Lee, Byung-Jun, Won, Dong-Ok, Kam, Tae-Eui
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.05.2024)
Published in IEEE transactions on systems, man, and cybernetics. Systems (01.05.2024)
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Journal Article
A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decoding
Kim, Jun-Mo, Heo, Keun-Soo, Shin, Dong-Hee, Nam, Hyeonyeong, Won, Dong-Ok, Jeong, Ji-Hoon, Kam, Tae-Eui
Published in Expert systems with applications (01.10.2024)
Published in Expert systems with applications (01.10.2024)
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Journal Article
META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain-computer interfaces
Han, Ji-Wung, Bak, Soyeon, Kim, Jun-Mo, Choi, WooHyeok, Shin, Dong-Hee, Son, Young-Han, Kam, Tae-Eui
Published in Expert systems with applications (15.03.2024)
Published in Expert systems with applications (15.03.2024)
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Journal Article
A hierarchical stimulus presentation paradigm for a P300-based Hangul speller
Lee, Tae-Hoon, Kam, Tae-Eui, Kim, Sung-Phil
Published in International journal of imaging systems and technology (01.06.2011)
Published in International journal of imaging systems and technology (01.06.2011)
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Journal Article
Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface
Kim, Jun-Mo, Bak, Soyeon, Nam, Hyeonyeong, Choi, WooHyeok, Kam, Tae-Eui
Published in 2024 12th International Winter Conference on Brain-Computer Interface (BCI) (26.02.2024)
Published in 2024 12th International Winter Conference on Brain-Computer Interface (BCI) (26.02.2024)
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