一、基本情况
赵伟、男、汉族，集美大学诚毅学院数学与数字科学系副教授，硕士。2006年6月获集美大学应用物理学学士学位；2011年6月获厦门大学电子与通信工程硕士学位。E-mail: zhaowei@jmu.edu.cn/ zhaowei701@163.com
二、主讲课程
《数据分析基础》、《网络爬虫》、《Web开发》
三、主要研究兴趣和方向
生物医学信号处理及人工智能应用
四、主持的科研项目和相关成果
1.主持的相关科研项目：
年份 |
级别 |
项目名称 |
2023 |
厦门市自然科学基金 |
基于深度卷积神经网络的癫痫脑电识别关键技术研究 |
2020 |
福建省中青年教师教育科研项目（科技类） |
基于卷积神经网络的癫痫发作自动检测研究 |
2019 |
福建省中青年教师教育科研项目（科技类） |
基于YOLOv3的胶囊内窥镜息肉自动检测研究 |
2015 |
福建省中青年教师教育科研项目（科技类） |
基于MCA和EEMD的工频干扰消除算法研究与应用 |
2.近期发表的相关论文：
1. Zhao W, Zhang B, Zhou H, et al. Multi-scale convolutional transformer network for motor imagery brain-computer interface[J]. Scientific Reports, 2025, 15(1): 12935.
2. Zhang B, Zhao W, Huang C, et al. Optimized segmentation of overlapping cervical cells based on Mask2Former and denoising[J]. Scientific Reports, 2025, 15(1): 1-13.
3. Zhao W, Jiang X, Zhang B, et al. CTNet: a convolutional transformer network for EEG-based motor imagery classification[J]. Scientific Reports, 2024, 14(1): 20237.
4. Zhang B, Wang W, Zhao W, et al. An improved approach for automated cervical cell segmentation with PointRend[J]. Scientific Reports, 2024, 14(1): 14210.
5. Zhao W, Wang W F, Patnaik L M, et al. Residual and bidirectional LSTM for epileptic seizure detection[J]. Frontiers in Computational Neuroscience, 2024, 18: 1415967.
6. Zhang B, Jiang X, Zhao W. An enhanced mask transformer for overlapping cervical cell segmentation based on DETR[J]. IEEE Access, 2024.
7. Chen S, Zhao W. A Compact Depthwise Convolutional Neural Network for Motor Imagery EEG Classification[C]//Proceedings of the 2024 3rd International Conference on Artificial Intelligence and Education. 2024: 11-16.
8. Zhang, Guokai, Yang, Le, Li, Boyang, Lu, Yiwen, Liu, Qinyuan, Zhao, Wei, Ren, Tianhe, Zhou, Junsheng, Wang, Shui-Hua, Che, Wenliang. MNL-Network: A Multi-Scale Non-local Network for Epilepsy Detection From EEG Signals[J]. FRONTIERS IN NEUROSCIENCE,2020,14.
9. Zhao, Wei,Wang, Wenfeng. SeizureNet: A model for robust detection of epileptic seizures based on convolutional neural network[J]. Cognitive Computation and Systems,2020,2(3).
10. Zhao, Wei, Zhao, Wenbing, Wang, Wenfeng, Jiang, Xiaolu, Zhang, Xiaodong, Peng, Yonghong, Zhang, Baocan, Zhang, Guokai. A Novel Deep Neural Network for Robust Detection of Seizures Using EEG Signals[J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE,2020,2020.
11. Zeng, Yanqiu, Zhang, Baocan, Zhao, Wei, Xiao, Shixiao, Zhang, Guokai, Ren, Haiping, Zhao, Wenbing, Peng, Yonghong, Xiao, Yutian, Lu, Yiwen, Zong, Yongshuo, Ding, Yimin. Magnetic Resonance Image Denoising Algorithm Based on Cartoon, Texture, and Residual Parts[J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE,2020,2020.
12. Chen, Xiaowei, Zhou, Changjie, Zhao, Wei, He, Hongsheng, Li, Renquan, Zou, Weidong. Hybrid triazine-based graphitic carbon nitride and molybdenum disulfide bilayer with and without Li/Mg intercalation: Structural, electronic and optical properties[J]. COMPUTATIONAL MATERIALS SCIENCE,2017,134:84-92.
13. 赵伟,肖世校,张保灿,黄晓菁,游荣义. 基于形态分量分析和集合经验模态分解的心电信号工频干扰消除法[J]. 生物医学工程学杂志,2015,32(06):1179-1184.
14. Xie, T., Zhao, W.*, Liu, Y., & Xiao, S. (2025). RDPNet: A Multi-Scale Residual Dilated Pyramid Network with Entropy-Based Feature Fusion for Epileptic EEG Classification. Entropy, 27(8), 830. https://doi.org/10.3390/e27080830
五、社会兼职（Social part-time job）
IEEE Internet of Things Journal、Biomedical Signal Processing & Control、Scientific Reports、Cognitive Computation、International Journal of Intelligent Computing and Cybernetics等多个SCI期刊审稿人。
