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Multiple functional networks modeling for autism spectrum disorder diagnosis

Human brain mapping, 2017-11, Vol.38 (11), p.5804-5821

2017

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Bridging the BCI illiteracy gap: a subject-to-subject semantic style transfer for EEG-based motor imagery classification

Frontiers in human neuroscience, 2023-05, Vol.17, p.1194751-1194751

2023

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The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets

Frontiers in human neuroscience, 2023-06, Vol.17, p.1205881-1205881

2023

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Deep attentive spatio-temporal feature learning for automatic resting-state fMRI denoising

NeuroImage (Orlando, Fla.), 2022-07, Vol.254, p.119127-119127, Article 119127

2022

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Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection

IEEE transactions on medical imaging, 2020-02, Vol.39 (2), p.478-487

2020

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

IEEE journal of biomedical and health informatics, 2024-05, Vol.28 (5), p.2967-2978

2024

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IEEE_Xplore

FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations

IEEE journal of biomedical and health informatics, 2024-07, Vol.28 (7), p.4361-4372

2024

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IEEE_Xplore

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

Neurocomputing (Amsterdam), 2013-05, Vol.108, p.58-68

2013

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

IEEE journal of biomedical and health informatics, 2024-04, Vol.PP, p.1-12

2024

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IEEE_Xplore

A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decoding

Expert systems with applications, 2024-10, Vol.251, p.123975, Article 123975

2024

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Motion Sickness Prediction Based on Dry EEG in Real Driving Environment

IEEE transactions on intelligent transportation systems, 2023-05, Vol.24 (5), p.1-14

2023

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IEEE_Xplore

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

Expert systems with applications, 2024-03, Vol.238, p.121986, Article 121986

2024

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A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018, 2018-09, p.293-301

2018

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DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework

IEEE journal of biomedical and health informatics, 2024-04, Vol.28 (4), p.2282-2293

2024

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

IEEE journal of biomedical and health informatics, 2024-03, Vol.28 (3), p.1504-1515

2024

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

IEEE transactions on systems, man, and cybernetics. Systems, 2024-05, Vol.54 (5), p.3084-3096

2024

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IEEE_Xplore

A hierarchical stimulus presentation paradigm for a P300-based Hangul speller

International journal of imaging systems and technology, 2011-06, Vol.21 (2), p.131-138

2011

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A Deep Learning Framework for Noise Component Detection from Resting-State Functional MRI

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.754-762

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Human visual cortical responses to specular and matte motion flows

Frontiers in human neuroscience, 2015-10, Vol.9, p.579-579

2015

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Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.100-108

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Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.397-406

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Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.620-628

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A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.13-21

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Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classification

2023 11th International Winter Conference on Brain-Computer Interface (BCI), 2023, p.1-3

2023

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IEEE_Xplore

Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface

2024 12th International Winter Conference on Brain-Computer Interface (BCI), 2024, p.1-4

2024

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IEEE_Xplore

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Multiple functional networks modeling for autism spectrum disorder diagnosis

Bridging the BCI illiteracy gap: a subject-to-subject semantic style transfer for EEG-based motor imagery classification

The effects of layer-wise relevance propagation-based feature selection for EEG classification: a comparative study on multiple datasets

Deep attentive spatio-temporal feature learning for automatic resting-state fMRI denoising

Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection

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

FTMMR: Fusion Transformer for Integrating Multiple Molecular Representations

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

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

A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decoding

Motion Sickness Prediction Based on Dry EEG in Real Driving Environment

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

A Novel Deep Learning Framework on Brain Functional Networks for Early MCI Diagnosis

DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework

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

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

A hierarchical stimulus presentation paradigm for a P300-based Hangul speller

A Deep Learning Framework for Noise Component Detection from Resting-State Functional MRI

Human visual cortical responses to specular and matte motion flows

Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation

Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis

Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis

A Computational Framework for Dissociating Development-Related from Individually Variable Flexibility in Regional Modularity Assignment in Early Infancy

Feature Selection Based on Layer-Wise Relevance Propagation for EEG-based MI classification

Meta-Learning-based Cross-Dataset Motor Imagery Brain-Computer Interface

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