研究方向

• 医学信号检测和系统
  
• 医学超声技术
  

教学获奖

• 2014年, 首届全国大学生生物医学电子创新设计竞赛, 命题项目组一等奖, 指导教师.

科研获奖

• 2013年, 第25届上海市优秀发明选拔赛, 优秀发明金奖, 第2完成人.
  
• 2016年, 教育部2016年度高等学校科学研究优秀成果奖, 科技进步二等奖, 第6完成人.
  

教育经历

• 1999年, 毕业于复旦大学电子工程系, 获理学学士学位.
  
• 2002年, 毕业于复旦大学电子工程系, 获理学硕士学位.
  
• 2012年, 毕业于复旦大学电子工程系, 获工学博士学位.

工作经历

• 2002年至今, 复旦大学信息学院, 教师.
  

本科生课程

• 生物医学工程专业实验
  
• 医学信号处理
  

论文

• Y. Ni, Y. Cong, C. Zhao, J. Yu, Y. Wang, G. Zhou*, Mengjun Shen*. Active learning based on multi-enhanced views for classification of multiple patterns in lung ultrasound images. Computerized Medical Imaging and Graphics, 118 (2024), 102454.

• C. Wei, G. Zhou*. EEG Emotion Recognition Based on Attention Mechanism Fusion Transformer Network. Proceedings of the 2024 11th International Conference on Biomedical and Bioinformatics Engineering (ICBBE 2024), 2025, pp. 146-150.

• Y. Wang, G. Zhou, C. Yang*. Interpatient Heartbeat Classification Using Modified Residual Attention Network With Two-Phase Training and Assistant Decision. IEEE Transactions on Instrumentation and Measurement, 72 (2023), 2501415.

• R. Fu and G. Zhou. Automatic Evaluation of Facial Paralysis with Transfer Learning and Improved ResNet34 Neural Network. Proceedings of the 15th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2023, pp. 218-222.

• M. Xia, H. Yang, Y., Y. Qu, G. Zhou, F. Zhang, Y. Wang*, Y. Guo. 3D pyramidal densely connected network with cross-frame uncertainty guidance for intravascular ultrasound sequence segmentation. Physics in Medicine and Biology, 68(2023), 055001.

• S. Chen, J. Xu, J. Yu, J. Wu*, G. Zhou*. Automatic Abdominal Hernia Mesh Detection Based on YOLOM. IEEE Access, 2022, 10: 31420-31431.

• M. Xia, H. Yang, Y. Qu, Y. Guo*, G. Zhou, F. Zhang, Y. Wang*. Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis. Medical Image Analysis, 82 (2022), 102614.

• M. Xia, H. Yang, Y. Huang, Y. Qu, Y. Guo*, G. Zhou, F. Zhang, Y. Wang*. AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. IEEE Journal of Biomedical and Health Informatics, 2022, 26(7): 3047-3058.

• C. Li, G. Wu, J. Lin, G. Zhou, J. Yu. A Radiomic-based Method for Predicting the Prognosis of Ischemic Stroke from Diffusion-weighted Imaging Images. 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2021.

• Y. Huang, M. Xia, Y.  Guo, G. Zhou, Y. Wang*. Extraction of media adventitia and luminal intima borders by reconstructing intravascular ultrasound image sequences with vascular structural continuity. Medical Physics, 2021, 48(8): 4350-4364.

参编教材

• 陆起涌, 周国辉, 张加珍, 孙友法. 近代无线电实验, 复旦大学出版社, 2004年.