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Weigang Cui

Epileptic Seizure Detection in EEG Signals Using a Unified Temporal-Spectral Squeeze-and-Excitation Network
2020 · Yang Li, Yu Liu, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 290
Automatic Epileptic Seizure Detection in EEG Signals Using Multi-Domain Feature Extraction and Nonlinear Analysis
2017 · Lina Wang, Weining Xue, et al. · Entropy · 268
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A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding
2019 · Yang Li, Xian-Rui Zhang, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 231
Dual Encoder-Based Dynamic-Channel Graph Convolutional Network With Edge Enhancement for Retinal Vessel Segmentation
2022 · Yang Li, Yue Zhang, et al. · IEEE Transactions on Medical Imaging · 197
Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach
2018 · Yang Li, Wei-Gang Cui, et al. · Knowledge-Based Systems · 147
A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition
2022 · Mingyi Sun, Weigang Cui, et al. · IEEE Transactions on Affective Computing · 142
Epileptic Seizure Detection Based on Time-Frequency Images of EEG Signals Using Gaussian Mixture Model and Gray Level Co-Occurrence Matrix Features
2018 · Yang Li, Weigang Cui, et al. · International Journal of Neural Systems · 97
Parkinson’s disease as a somato-cognitive action network disorder
2026 · Jianxun Ren, Wei Zhang, et al. · Nature · 79
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis
2023 · Jingyu Liu, Weigang Cui, et al. · IEEE Transactions on Medical Imaging · 73
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition
2023 · Jie Luo, Weigang Cui, et al. · IEEE Transactions on Industrial Informatics · 51
Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression Recognition
2023 · Mingyi Sun, Weigang Cui, et al. · IEEE Transactions on Industrial Informatics · 50
Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG
2017 · Yang Li, Wei-Gang Cui, et al. · IEEE Transactions on Neural Networks and Learning Systems · 48
Focused ultrasound thalamotomy for tremor treatment impacts the cerebello-thalamo-cortical network
2023 · Louisa Dahmani, Yan Bai, et al. · npj Parkinson s Disease · 46
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A Multiview Sparse Dynamic Graph Convolution-Based Region-Attention Feature Fusion Network for Major Depressive Disorder Detection
2023 · Weigang Cui, Mingyi Sun, et al. · IEEE Transactions on Computational Social Systems · 43
DeepPrep: an accelerated, scalable and robust pipeline for neuroimaging preprocessing empowered by deep learning
2025 · Jianxun Ren, Ning An, et al. · Nature Methods · 41
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A Multi-Graph Cross-Attention-Based Region-Aware Feature Fusion Network Using Multi-Template for Brain Disorder Diagnosis
2023 · Yulan Ma, Weigang Cui, et al. · IEEE Transactions on Medical Imaging · 41
Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition
2024 · Weigang Cui, Yansong Xiang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 38
Dynamic multi-site graph convolutional network for autism spectrum disorder identification
2023 · Weigang Cui, Junling Du, et al. · Computers in Biology and Medicine · 37
Personalized fMRI Delineates Functional Regions Preserved within Brain Tumors
2022 · Weigang Cui, Yinyan Wang, et al. · Annals of Neurology · 36
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Personalized Functional Connectivity Based Spatio-Temporal Aggregated Attention Network for MCI Identification
2023 · Weigang Cui, Yulan Ma, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 32
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Dynamic Multi-Graph Convolution-Based Channel-Weighted Transformer Feature Fusion Network for Epileptic Seizure Prediction
2023 · Yifan Wang, Weigang Cui, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 32
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A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition
2024 · Xiaoheng Zhang, Weigang Cui, et al. · IEEE Transactions on Affective Computing · 31
A Parametric Time-Frequency Conditional Granger Causality Method Using Ultra-Regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs
2019 · Yang Li, Mengying Lei, et al. · IEEE Transactions on Biomedical Engineering · 31
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Dissociable Auditory Cortico-Cerebellar Pathways in the Human Brain Estimated by Intrinsic Functional Connectivity
2020 · Jianxun Ren, Catherine S Hubbard, et al. · Cerebral Cortex · 30
High-resolution time–frequency representation of EEG data using multi-scale wavelets
2017 · Yang Li, Wei-Gang Cui, et al. · International Journal of Systems Science · 24
Works count: 48
Citation count: 2,295
H-index: 24
I10-index: 32
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