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EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks
Song, Tengfei, Zheng, Wenming, Song, Peng, Cui, Zhen
Published in IEEE transactions on affective computing (01.07.2020)
Published in IEEE transactions on affective computing (01.07.2020)
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Journal Article
EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM
Yin, Yongqiang, Zheng, Xiangwei, Hu, Bin, Zhang, Yuang, Cui, Xinchun
Published in Applied soft computing (01.03.2021)
Published in Applied soft computing (01.03.2021)
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Journal Article
Graph Convolutional Neural Networks For Alzheimer's Disease Classification
Song, Tzu-An, Chowdhury, Samadrita Roy, Yang, Fan, Jacobs, Heidi, Fakhri, Georges El, Li, Quanzheng, Johnson, Keith, Dutta, Joyita
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
Published in 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019) (01.04.2019)
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Conference Proceeding
Journal Article
Partial directed coherence based graph convolutional neural networks for driving fatigue detection
Zhang, Weiwei, Wang, Fei, Wu, Shichao, Xu, Zongfeng, Ping, Jingyu, Jiang, Yang
Published in Review of scientific instruments (01.07.2020)
Published in Review of scientific instruments (01.07.2020)
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Journal Article
Enhancing human behavior recognition with spatiotemporal graph convolutional neural networks and skeleton sequences
Xu, Jianmin, Liu, Fenglin, Wang, Qinghui, Zou, Ruirui, Wang, Ying, Zheng, Junling, Du, Shaoyi, Zeng, Wei
Published in EURASIP journal on advances in signal processing (01.12.2024)
Published in EURASIP journal on advances in signal processing (01.12.2024)
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Journal Article
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks
Filtjens, Benjamin, Ginis, Pieter, Nieuwboer, Alice, Slaets, Peter, Vanrumste, Bart
Published in Journal of neuroengineering and rehabilitation (21.05.2022)
Published in Journal of neuroengineering and rehabilitation (21.05.2022)
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Journal Article
Human-airway surface mesh smoothing based on graph convolutional neural networks
Ho, Thao Thi, Tran, Minh Tam, Cui, Xinguang, Lin, Ching-Long, Baek, Stephen, Kim, Woo Jin, Lee, Chang Hyun, Jin, Gong Yong, Chae, Kum Ju, Choi, Sanghun
Published in Computer methods and programs in biomedicine (01.04.2024)
Published in Computer methods and programs in biomedicine (01.04.2024)
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Journal Article
Residual connection-based graph convolutional neural networks for gait recognition
Shopon, Md, Bari, A. S. M. Hossain, Gavrilova, Marina L.
Published in The Visual computer (01.09.2021)
Published in The Visual computer (01.09.2021)
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Journal Article
Heterogeneous Graph Convolutional Neural Networks for EEG-fNIRS Bimodal Emotion Recognition
Zhao, Tao, Xue, Yunlong, Zhu, Jie, Zheng, Wenming
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.04.2025)
Published in Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) (06.04.2025)
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Conference Proceeding
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks: Automated freezing of gait assessment with marker-based motion capture
Filtjens, Benjamin, Ginis, Pieter, Nieuwboer, Alice, Slaets, Peter, Vanrumste, Bart
Published in Journal of neuroengineering and rehabilitation (21.05.2022)
Published in Journal of neuroengineering and rehabilitation (21.05.2022)
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Journal Article
Multi-instance Deep Learning with Graph Convolutional Neural Networks for Diagnosis of Kidney Diseases Using Ultrasound Imaging
Yin, Shi, Peng, Qinmu, Li, Hongming, Zhang, Zhengqiang, You, Xinge, Liu, Hangfan, Fischer, Katherine, Furth, Susan L., Tasian, Gregory E., Fan, Yong
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures (01.01.2019)
Published in Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures (01.01.2019)
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Book Chapter
GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals
Hou, Yimin, Jia, Shuyue, Lun, Xiangmin, Hao, Ziqian, Shi, Yan, Li, Yang, Zeng, Rui, Lv, Jinglei
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
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Journal Article
Graph Convolutional Neural Networks to Model the Brain for Insomnia
Monteiro, Kevin, Nallaperuma-Herzberg, Sam, Mason, Martina, Niederer, Steve
Year of Publication 02.07.2025
Year of Publication 02.07.2025
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Journal Article
EEG_GLT-Net: Optimising EEG graphs for real-time motor imagery signals classification
Aung, Htoo Wai, Li, Jiao Jiao, Shi, Bin, An, Yang, Su, Steven W.
Published in Biomedical signal processing and control (01.06.2025)
Published in Biomedical signal processing and control (01.06.2025)
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Journal Article
Emotion Detection from EEG Signals Using Machine Deep Learning Models
Fernandes, João Vitor Marques Rabelo, Alexandria, Auzuir Ripardo de, Marques, João Alexandre Lobo, Assis, Débora Ferreira de, Motta, Pedro Crosara, Silva, Bruno Riccelli dos Santos
Published in Bioengineering (Basel) (01.08.2024)
Published in Bioengineering (Basel) (01.08.2024)
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Journal Article