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2020 – today
- 2025
[j14]Changxu Dong, Dengdi Sun, Zejing Zhang
, Bin Luo:
EEG-based patient-specific seizure prediction based on Spatial-Temporal Hypergraph Attention Transformer. Biomed. Signal Process. Control. 100: 107075 (2025)- [j13]Changxu Dong, Yanqing Liu, Dengdi Sun:
Multi-View Seizure Classification Based on Attention-Based Adaptive Graph ProbSparse Hybrid Network. CAAI Trans. Intell. Technol. 10(6): 1783-1798 (2025) - [j12]Changxu Dong, Zejing Zhang, Dengdi Sun:
Multi-channel EEG-based neurological disorder classification using Cross-Dependency Spatiotemporal Interactive Network. Comput. Methods Programs Biomed. 271: 108982 (2025) - [j11]Changxu Dong, Dengdi Sun, Bin Luo:
HLAE: Hierarchical Local Attention Encoder for MRI Brain Tumor Image Classification. Cogn. Comput. 17(1): 54 (2025) - [j10]Changxu Dong, Dengdi Sun, Zhenda Yu, Bin Luo:
Multi-view brain network classification based on Adaptive Graph Isomorphic Information Bottleneck Mamba. Expert Syst. Appl. 267: 126170 (2025) - [j9]Changxu Dong, Dengdi Sun, Bin Luo:
Self-supervised spatial-temporal contrastive network for EEG-based brain network classification. Neural Networks 188: 107505 (2025) - [j8]Dengdi Sun, Changxu Dong, Yuchen Yan, Bo Jiang, Yayang Duan, Zhengzheng Tu, Chaoxue Zhang:
Challenge-aware U-net for breast lesion segmentation in ultrasound images. Pattern Recognit. 168: 111851 (2025) - 2024
- [j7]Changxu Dong, Dengdi Sun:
Brain network classification based on dynamic graph attention information bottleneck. Comput. Methods Programs Biomed. 243: 107913 (2024) - [j6]Changxu Dong, Dengdi Sun:
Spatial-Temporal Dynamic Hypergraph Information Bottleneck for Brain Network Classification. Int. J. Neural Syst. 34(10): 2450053:1-2450053:17 (2024) - 2022
- [j5]Yanna Zhao, Mingrui Xue, Changxu Dong, Jiatong He, Dengyu Chu, Gaobo Zhang, Fangzhou Xu, Xinting Ge, Yuanjie Zheng:
Automatic Seizure Identification from EEG Signals Based on Brain Connectivity Learning. Int. J. Neural Syst. 32(11): 2250050:1-2250050:13 (2022) - [j4]Changxu Dong, Yanna Zhao, Gaobo Zhang, Mingrui Xue, Dengyu Chu, Jiatong He, Xinting Ge:
Attention-based Graph ResNet with focal loss for epileptic seizure detection. J. Ambient Intell. Smart Environ. 14(1): 61-73 (2022) - 2021
- [j3]Yanna Zhao, Changxu Dong, Gaobo Zhang, Yaru Wang, Xin Chen, Weikuan Jia, Qi Yuan, Fangzhou Xu, Yuanjie Zheng:
EEG-Based Seizure detection using linear graph convolution network with focal loss. Comput. Methods Programs Biomed. 208: 106277 (2021) - [j2]Xin Chen, Yuanjie Zheng, Changxu Dong, Sutao Song:
Multi-Dimensional Enhanced Seizure Prediction Framework Based on Graph Convolutional Network. Frontiers Neuroinformatics 15: 605729 (2021) - [j1]Yanna Zhao, Gaobo Zhang, Changxu Dong, Qi Yuan, Fangzhou Xu, Yuanjie Zheng:
Graph Attention Network with Focal Loss for Seizure Detection on Electroencephalography Signals. Int. J. Neural Syst. 31(7): 2150027:1-2150027:12 (2021)
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