ZHOU Guohui

Center for Biomedical Engineering

Professional Title:Associate Professor



Visiting Address:Room B5025, Interdisciplinary Building No.2, Jiangwan Campus


Home Page:

Research Interests

  • Medical Signal Detection

  • Medical Ultrasonics


  • Biomedical Engineering Experiments

  • Medical Signal Processing


  • 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.

Copyrights 2017 © The School of Information Science and Technology, Fudan University