Tae-Eui Kam

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 27

Top Topics

Computational Framework

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Junmo Kim, Keun-Soo Heo, Dong-Hee Shin, Hyeonyeong Nam, Dong-Ok Won, Ji-Hoon Jeong, Tae-Eui Kam
A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio-spectral-temporal EEG signal decoding. Expert Syst. Appl. 251 (2024)
Ji-Wung Han, Soyeon Bak, Junmo Kim, WooHyeok Choi, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain-computer interfaces. Expert Syst. Appl. 238 (Part E) (2024)
Ji-Hye Oh, Deok-Joong Lee, Chang-Hoon Ji, Dong-Hee Shin, Ji-Wung Han, Young-Han Son, Tae-Eui Kam
Graph-Based Conditional Generative Adversarial Networks for Major Depressive Disorder Diagnosis With Synthetic Functional Brain Network Generation. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Deok-Joong Lee, Dong-Hee Shin, Young-Han Son, Ji-Wung Han, Ji-Hye Oh, Da-Hyun Kim, Ji-Hoon Jeong, Tae-Eui Kam
Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Dong-Hee Shin, Young-Han Son, Jun-Mo Kim, Hee-Jun Ahn, Jun-Ho Seo, Chang-Hoon Ji, Ji-Wung Han, Byung-Jun Lee, Dong-Ok Won, Tae-Eui Kam
MARS: Multiagent Reinforcement Learning for Spatial - Spectral and Temporal Feature Selection in EEG-Based BCI. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Chang-Hoon Ji, Dong-Hee Shin, Young-Han Son, Tae-Eui Kam
Sparse Graph Representation Learning Based on Reinforcement Learning for Personalized Mild Cognitive Impairment (MCI) Diagnosis. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Jun-Mo Kim, Soyeon Bak, Hyeonyeong Nam, WooHyeok Choi, Tae-Eui Kam
Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface. BCI (2024)
Jun-Young Oh, In-Gyu Lee, Tae-Eui Kam, Ji-Hoon Jeong
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine. CoRR (2024)
Ji-Hoon Jeong, In-Gyu Lee, Sung-Kyung Kim, Tae-Eui Kam, Seong-Whan Lee, Euijong Lee
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Young-Han Son, Dong-Hee Shin, Tae-Eui Kam
FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations. IEEE J. Biomed. Health Informatics 28 (7) (2024)
Minjoo Lim, Keun-Soo Heo, Jun-Mo Kim, Bogyeong Kang, Weili Lin, Han Zhang, Dinggang Shen, Tae-Eui Kam
A Unified Multi-Modality Fusion Framework for Deep Spatio-Spectral-Temporal Feature Learning in Resting-State fMRI Denoising. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Jun-Mo Kim, Soyeon Bak, Hyeonyeong Nam, WooHyeok Choi, Da-Hyun Kim, Tae-Eui Kam
SAT-Net: SincNet-Based Attentive Temporal Convolutional Network for Motor Imagery Classification. SMC (2023)
Bogyeong Kang, Hyeonyeong Nam, Ji-Wung Han, Keun-Soo Heo, Tae-Eui Kam
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation. CoRR (2023)
Dae-Hyeok Lee, Ji-Hoon Jeong, Baek-Woon Yu, Tae-Eui Kam, Seong-Whan Lee
Autonomous System for EEG-Based Multiple Abnormal Mental States Classification Using Hybrid Deep Neural Networks Under Flight Environment. IEEE Trans. Syst. Man Cybern. Syst. 53 (10) (2023)
Ji-Hoon Jeong, In-Gyu Lee, Sung-Kyung Kim, Tae-Eui Kam, Seong-Whan Lee, Euijong Lee
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework. CoRR (2023)
Hyeonyeong Nam, Jun-Mo Kim, Tae-Eui Kam
Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classification. BCI (2023)
Ji-Seon Bang, Dong-Ok Won, Tae-Eui Kam, Seong-Whan Lee
Motion Sickness Prediction Based on Dry EEG in Real Driving Environment. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Bogyeong Kang, Hyeonyeong Nam, Ji-Wung Han, Keun-Soo Heo, Tae-Eui Kam
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation. BrainLes@MICCAI (2) (2022)
Dong-Hee Shin, Dong-Hee Ko, Ji-Wung Han, Tae-Eui Kam
Evolutionary Reinforcement Learning for Automated Hyperparameter Optimization in EEG Classification. BCI (2022)
Keun-Soo Heo, Dong-Hee Shin, Sheng-Che Hung, Weili Lin, Han Zhang, Dinggang Shen, Tae-Eui Kam
Deep attentive spatio-temporal feature learning for automatic resting-state fMRI denoising. NeuroImage 254 (2022)
Dong-Hee Ko, Dong-Hee Shin, Tae-Eui Kam
Attention-based spatio-temporal-spectral feature learning for subject-specific EEG classification. BCI (2021)
Eunjin Jeon, Eunsong Kang, Jiyeon Lee, Jaein Lee, Tae-Eui Kam, Heung-Il Suk
Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis. MICCAI (7) (2020)
Mayssa Soussia, Xuyun Wen, Zhen Zhou, Bing Jin, Tae-Eui Kam, Li-Ming Hsu, Zhengwang Wu, Gang Li, Li Wang, Islem Rekik, Weili Lin, Dinggang Shen, Han Zhang
A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy. MICCAI (7) (2020)
Tae-Eui Kam, Han Zhang, Zhicheng Jiao, Dinggang Shen
Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection. IEEE Trans. Medical Imaging 39 (2) (2020)
Tae-Eui Kam, Xuyun Wen, Bing Jin, Zhicheng Jiao, Li-Ming Hsu, Zhen Zhou, Yujie Liu, Koji Yamashita, Sheng-Che Hung, Weili Lin, Han Zhang, Dinggang Shen
A Deep Learning Framework for Noise Component Detection from Resting-State Functional MRI. MICCAI (3) (2019)
Zhicheng Jiao, Pu Huang, Tae-Eui Kam, Li-Ming Hsu, Ye Wu, Han Zhang, Dinggang Shen
Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis. MICCAI (4) (2019)
Tae-Eui Kam, Han Zhang, Dinggang Shen
A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis. MICCAI (3) (2018)
Tae-Eui Kam, Heung-Il Suk, Seong-Whan Lee
Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification. Neurocomputing 108 (2013)
Tae-Eui Kam, Heung-Il Suk, Seong-Whan Lee
Non-homogeneous spatial filter optimization for EEG-based brain-computer interfaces. BCI (2013)
Tae-Hoon Lee, Tae-Eui Kam, Sung-Phil Kim
A P300-Based Hangul Input System with a Hierarchical Stimulus Presentation Paradigm. PRNI (2011)
Tae-Hoon Lee, Tae-Eui Kam, Sung-Phil Kim
A hierarchical stimulus presentation paradigm for a P300-based Hangul speller. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Tae-Eui Kam, Seong-Whan Lee
Time-Dependent Common Spatial Patterns optimization for EEG signal classification. ACPR (2011)
Tae-Eui Kam, Seong-Whan Lee
Optimizing Time-Dependent Discriminative Spatial Filter for EEG-Based Multi-class Motor Imagery Classification. PRNI (2011)