Gender:Male
E-Mail:xswang@dlut.edu.cn

汪小双

Assistant Professor

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Degree:Doctoral Degree
Alma Mater:于韦斯屈莱大学
Professional Title:Assistant Professor
School/Department:医学部

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汪小双,大连理工大学医学部,助理研究员(合作导师丛丰裕教授)。2019-2022,在芬兰于韦斯屈莱大学攻读博士学位(国家留学基金委CSC资助)。主要研究方向为:癫痫发作预测与检测、脑认知信号处理及人工智能等医工交叉方向。承担国家自然科学基金项目1项。在IEEE JBHI,IEEE TNSRE,IJNS,Neurocomputing,EUSIPCO等国际权威期刊及会议上发表论文10余篇。代表性论文[1] Xiaoshuang Wang, Guanyu Wang*, Tingting Wu*, Ying Wang, Tommi Kärkkäinen, and Fengyu Cong. “EEG-Based Seizure Onset Detection of Frontal and Temporal Lobe Epilepsies Using 1DCNN.” IEEE Transactions on Neural Systems and Rehabilitation Engineering 33 (2025): 2263-2272. (JCR: Q1, 中科院1区, IF=5.2)[2] Xiaoshuang Wang, Ziheng Gao, Meiyan Zhang, Ying Wang, Lin Yang, Jianwen Lin*, Tommi Kärkkäinen*, and Fengyu Cong. “Combination of channel reordering strategy and dual CNN-LSTM for epileptic seizure prediction using three iEEG datasets.” IEEE Journal of Biomedical and Health Informatics 28, no. 11 (2024): 6557-6567. (JCR: Q1,中科院1区TOP, IF=6.7, Citations: 5)[3] Xiaoshuang Wang, Chi Zhang, Tommi Kärkkäinen*, Zheng Chang, and Fengyu Cong*. “Channel increment strategy-based 1D convolutional neural networks for seizure prediction using intracranial EEG.” IEEE Transactions on Neural Systems and Rehabilitation Engineering 31 (2022): 316-325. (JCR: Q1, 中科院1区, IF=5.2, Citations: 22)[4] Xiaoshuang Wang, Guanghui Zhang, Ying Wang, Lin Yang, Zhanhua Liang*, and Fengyu Cong*. “One-dimensional convolutional neural networks combined with channel selection strategy for seizure prediction using long-term intracranial EEG.” International Journal of Neural Systems 32, no. 02 (2022): 2150048. (JCR: Q1, 中科院1区TOP, IF=8, Citations: 37)[5] Xiaoshuang Wang, Xiulin Wang, Wenya Liu, Zheng Chang, Tommi Kärkkäinen*, and Fengyu Cong*. “One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG.” Neurocomputing 459 (2021): 212-222. (JCR: Q1, IF=6, Citations: 126)[6] Ziheng Gao, Zhiwan Xiong, Xiaoshuang Wang*, Yi Chang*, Tommi Kärkkäinen, and Fengyu Cong. “Heartbeat Evoked Potential and Spectral Analysis in Patients with Panic Disorder During Resting State.” Psychiatry Research: Neuroimaging (2025): 112039.主持/参与项目[1] 融合癫痫发作预测、发作检测与发作类型识别的梯次深度学习算法研究,国自然青年科学基金项目,30万,2025-2027,主持。[2] 植入式癫痫及疲劳状态辨识算法嵌入式迁移,80万,2023-2026,主要参与。

Educational Experience
  • 2019.3 -- 2022.12
    于韦斯屈莱大学 , 软件与通信工程  , Doctoral Degree
  • 2016.9 -- 2018.6
    大连理工大学 , 生物医学工程  , Master's Degree
  • 2012.9 -- 2016.6
    青岛科技大学 , 自动化  , Bachelor's Degree
Work Experience
  • 2023.3 -- Now
    大连理工大学医学部 , 博士后
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