工作经历
2006.09-2010.06 扬州大学 电子信息科学与技术 本科；
2011.09-2013.10 巴黎高等电子学院 嵌入式系统 硕士；
2013.11-2016.12 巴黎第六大学 计算机、电信与电子专业 博士；
2017.03-2021.01 复旦大学 生物医学工程 博士后；
2021.02-至今 复旦大学 人类表型组研究员 副研究员。
研究方向
1）智能传感：可穿戴/无障碍式/非接触式生理信号传感系统；
2）生理信号处理：脑电、眼电、心电等生理信号处理；
3）医学数据分析：睡眠数据解析，睡眠疾病检测，癫痫检测及预测；
4）个性化健康监测：健康监测、反馈及调控。
招生专业
硕士招生方向：生物医学工程（研究方向：智慧传感与生物医学信息处理）
博士招生方向：生物学（研究方向：人类表型组学；生物信息学、计算生物学与生物统计学）
代表论文
1. Xiaoyu Chen, Yiyuan Zhang, Qiangqiang Chen, Ligang Zhou, Hongyu Chen, Huijuan Wu*, Yunxia Xu, Kun Chen, Bin Yin*, Wei Chen, Chen Chen*, ASTGSleep: attention based spatial-temporal graph network for sleep staging, IEEE Transactions on Instrumentation and Measurement, 2025, doi: 10.1109/TIM.2025.3548733.
2. Wei Zhou, Ning Shen, Ligang Zhou, Minghui Liu, Yiyuan Zhang, Cong Fu, Huan Yu*, Feng Shu, Wei Chen*, Chen Chen*, PSEENet: A pseudo-siamese neural network incorporating electroencephalography and electrooculography characteristics for heterogeneous sleep staging. IEEE Journal of Biomedical and Health Informatics, 2024, doi: 10.1109/JBHI.2024.3403878.
3. Hangyu Zhu, Yao Guo, Yonglin Wu, Yiyuan Zhang, Ning Shen, Yan Xu, Laishuan Wang, Chen Chen*, Wei Chen, MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups. Expert Systems with Applications, 2024, vol. 240, p. 122549.
4. Zheng Zeng, Linkai Tao, Ruizhi Su, Yunfeng Zhu, Long Meng, Adili Tuheti, Hao Huang, Feng Shu, Wei Chen*, Chen Chen*. Unsupervised transfer learning approach with adaptive reweighting and resampling strategy for inter-subject eog-based gaze angle estimation. IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 1, pp. 157-168, 2023, doi: 10.1109/JBHI.2023.3330192.
5. Hangyu Zhu, Yonglin Wu, Yao Guo, Cong Fu, Feng Shu, Huan Yu*, Wei Chen*, Chen Chen*, Towards real-time sleep stage prediction and online calibration based on architecturally switchable deep learning models. IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 1, pp. 470-481, 2023, doi: 10.1109/JBHI.2023.3327470.
6. Hangyu Zhu, Wei Zhou, Cong Fu, Yonglin Wu, Ning Shen, Feng Shu, Huan Yu*, Wei Chen*, Chen Chen*, MaskSleepNet: A cross-modality adaptation neural network for heterogeneous signals processing in sleep staging, IEEE Journal of Biomedical and Health Informatics, vol. 27, no. 5, pp. 2353-2364, 2023, doi: 10.1109/JBHI.2023.3253728.
7. Yalin Wang, Minghui Liu, Yao Guo, Feng Shu, Chen Chen*, Wei Chen*, Cumulative diversity pattern entropy (cden): A high-performance, almost-parameter-free complexity estimator for nonstationary time series, IEEE Transactions on Industrial Informatics, vol. 19, no. 9, pp. 9642-9653, 2023, doi: 10.1109/TII.2022.3233652.
8. Wei Zhou, Hangyu Zhu, Ning Shen, Hongyu Chen, Cong Fu, Huan Yu*, Feng Shu, Chen Chen*, Wei Chen*, A lightweight segmented attention network for sleep staging by fusing local characteristics and adjacent information, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 31, pp. 238-247, 2023, doi: 10.1109/TNSRE.2022.3220372.
