Name: Guokai Zhang
School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology; Shanghai, China, 200093.
E-mail: zgk_below@usst.edu.cn
Research Interests
- Bioinformatics Analysis
- Medical Image Diagnosis
- Deep learning , Machine Learning
Selected Publications
1, Zhang, G, Zhu D, Liu X, Ming L, Laurent I, Lu J*, et al. "Multi-scale pulmonary nodule classification with deep feature fusion via residual network." Journal of Ambient Intelligence and Humanized Computing(2018): 1-12.
2. Zhang G, Shen X, Luo Y*, Luo J, Wang Z, Wang W, Zhao B, Lu J*, "Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation", BIBM 2020: International Conference on Bioinformatics & Biomedicine.
3. Zhang G, Yang L, Li B, et al. MNL-Network: A Multi-Scale Non-local Network for Epilepsy Detection From EEG Signals. Frontiers in Neuroscience, 2020, 14.
4. Huang C, Zhang G*, Lu Y, et al. Automatic segmentation of bioabsorbable vascular stents in Intravascular optical coherence images using weakly supervised attention network. Future Generation Computer Systems, 2020, 114: 427-434.
5. Huang C, Lan Y, Xu G, Zhai X, Wu J, Lin F, Zeng N; Hong W; NG.E, Peng Y, Chen F, Zhang G*; A Deep Segmentation Network of Multi-scale Feature Fusion based on Attention Mechanism for IVOCT Lumen Contour, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020.
6. Zhang G, Xiao H, Jiang J, et al. A Multi-Index Generative Adversarial Network for Tool Wear Detection with Imbalanced Data. Complexity, 2020.
7. Zhang G, Luo Y, Zhu D, Lu J*, et al.“Spatial Pyramid Dilated Network for Pulmonary Nodule Malignancy Classification.”2018 24th International Conference on Pattern Recognition (ICPR). IEEE, 2018: 3911-3916.
8. Xu Y, Zhang G, Li Y, Lu J*, et al. “A Hybrid Model: DGnet-SVM for the Classification of Pulmonary Nodules.”International Conference on Neural Information Processing. Springer, Cham, 2017: 732-741.
