Zheng Guoyan

Monograph

1. G Zeng, G Zheng*. Holistic decomposition convolution for effective semantic segmentation of medical volume images. Medical Image Analysis 2019 Oct;57:149-164

2. X Li, Q Dou, H Chen, C-W Fu, X Qi, D.L. Belavy, G Armbrecht, D Felsenberg, G Zheng* and P-A Heng. 3D multi-scale FCN with random modality voxel dropout learning for intervertebral disc localization and segmentation from multi-modality MR images. Medical Image Analysis, 45:41-54, 2018

3. G Zheng, C Chu, DL Belavy, B Ibragimov, R Korez, T Vrtovec, et al. Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: a grand challenge. Medical Image Analysis, 35:327-344, 2017

4. W Yu, M Tannast, G Zheng*. Non-rigid free-form 2D-3D registration using a B-spline-based statistical deformation model. Pattern Recognition, 63:689-699, 2017

5. C. Chu, J. Bai, X. Wu, G. Zheng*. Multi-Atlas Segmentation Constrained Graph Method for Accurate Segmentation of Hip CT Images. Medical Image Analysis, 26:173-184, 2015

6. C. Chen, D. Belavy, W. Yu, C. Chu, G. Armbrecht, M. Bansmann,  D. Felsenberg, G. Zheng*. Localization and segmentation of 3D intervertebral discs in MR images by data driven estimation. IEEE Transactions on Medical Imaging, 34:1719-1729, 2015.

Contact

E-mail:guoyan.zheng@sjtu.edu.cn

address:闵行校区转化医学大楼二楼E253室

website:https://citi-imr.sjtu.edu.cn/