Faculty
ZHOU Guohui
Center for Biomedical Engineering
Professional Title：Associate Professor
Position：
Email：zhough@fudan.edu.cn
Visiting Address：Room B5025, Interdisciplinary Building No.2, Jiangwan Campus
Tel：+86-21-31242517
Home Page：
Research Interests
Medical Signal Detection
Medical Ultrasonics
Teaching
Biomedical Engineering Experiments
Medical Signal Processing
Publications
- 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.
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