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Paper Publications
- Shuiping Gou, Yunfei Lu, Nuo Tong*, Luguang Huang, Ningtao Liu, Qing Han. Automatic segmentation and grading of ankylosing spondylitis on MR images via lightweight hybrid multi-scale convolutional neural network with reinforcement learning. Physics in Medicine and Biology, 2021
- Jichao Li, Shuiping Gou, Ruimin Li*, Member, Jiawei Chen, and Xiaolong Sun. Ship Segmentation via Encoder-Decoder Network with Global Attention in High-Resolution SAR Images. IEEE Geoscience and Remote Sensing Letters. 14(8): , AUGUST 2021.
- Changzhe Jiao , Chao Chen , Shuiping Gou* , Dong Hai ,Bo-Yu Su , Marjorie Skubic , Licheng Jiao ,Alina Zare , and K. C. Ho. Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression. IEEE Journal of Biomedical and Health Informatics. 2021, 25(9): 3396-3407.
- Nuo Tong, Shuiping Gou, Shuzhe Chen, Yao Yao, Shuyuan Yang, Minsong Cao, Amar Kishan, and Ke Sheng*. Multi-task Edge-recalibrated Network for Male Pelvic Multi-Organ Segmentation on CT Images. Physics in Medicine and Biology, 10.1088/1361-6560/abcad9, 2021，66(3)，035001
- Xinlin Wang , Shuiping Gou , Jichao Li, Yinghai Zhao, Zhen Liu, Changzhe Jiao, Shasha Mao*. Self-paced feature attention fusion network for concealed object detection in millimeter-wave image. IEEE Transactions on Circuits and Systems for Video Technology.DOI: 10.1109/TCSVT.2021.3058246,2021.
- Nuo Tong, Shuiping Gou, Tianye Niu, Shuyuan Yang, Ke Sheng. Self-paced DenseNet with Boundary Constraint for Automated Multi-Organ Segmentation on Abdominal CT Images. Physics in Medicine and Biology, 2020, 65(13).
- Gou, Shuiping; Tong, Nuo; Qi, Sharon; Yang, Shuyuan; Chin, Robert; Sheng, Ke. Self-channel-and-spatial-attention neural network for automated multi-organ segmentation on head and neck CT images. Physics in Medicine and Biology. 2020
- Lu Y, Li B, Liu N, Jia-Wei Chen*, Li Xiao, Shuiping Gou*, Linlin Chen, Meiping Huang*, and Jian Zhuang. CT-TEE Image Registration for Surgical Navigation of Congenital Heart Disease Based on a Cycle Adversarial Network. Computational and Mathematical Methods in Medicine, 2020, 4941, 8 pages.
- Gou S P, Liu W, Changzhe Jiao, Haofeng Liu, et al. Gradient Regularized Convolutional Neural Networks for Low-dose CT Image Denoising. Physics in Medicine and Biology, 2019.
- Nuo Tong, Shuiping Gou, Shuyuan Yang, Maosen Cao. Shape Constrained Fully Convolutional DenseNet with Adversarial Training for Multi-organ Segmentation on Head and Neck CT and Low Field MR Images. Medical Physics. 46 (1), April 2019, DOI: 10.1002/mp.13553.
- Nuo Tong, Shuiping Gou, Shuyuan Yang, Dan Ruan, and Ke Sheng*. Fully automatic multi-organ segmentation for head and neck cancer radiotherapy using shape representation model con strained fully convolutional neural networks. Medical Physics. 45(10), 2018, DOI: 10.1002/mp.13147.
- Shuiping Gou*, Linlin Chen, Liyu Huang, Meiping Huang, Jian Zhuang. Large-Deformation Image Registration of CT-TEE for Surgical Navigation of Congenital Heart Disease. Computational and Mathematical Methods in Medicine. Vol 2018, pages 11,ID 4687376. doi.org/10.1155/2018/4687376
- Chen W S, Gou S P*, Wang X L, Li X F, Jiao L C. Classification of PolSAR Images Using Multilayer Autoencoders and a Self-Paced Learning Approach[J]. Remote Sensing, 2018, 10(1): 110.
- Wenshuai Chen; Shuiping Gou* ; Xinlin Wang ; Licheng Jiao ; Changzhe Jiao, Alina Zare. Complex Scene Classification of PoLSAR Imagery Based on a Self-Paced Learning Approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11(12):4818-4825, 2018.
- Nuo Tong, Shuiping Gou*, Teng Xu, Ke Sheng, Shuyuan Yang. Nonrigid registration of multimodal medical images based on hybrid model. Digital Medicine, Vol 3(4):178-185, 2017.
- Jun Jin, Elizabeth Boehnke-McKenzie, Zhaoyan Fan, Richard Tuli, Ke Sheng, Howard Sandler, Shuiping Gou, and Wensha Yang*. Non-local means denoising of SG-KS-4D-MRI using block matching 3D: Implications for pancreatic tumor registration and segmentation, International Journal of Radiation Oncology, Biology, Physics 2016, 95(3):1058-1066.
- Shuiping Gou, Percy Lee, Peng Hu, Jean-Claude Rwigema, Ke Sheng*. Feasibility of automated 3-dimensional magnetic resonance imaging pancreas segmentation. Advances in Radiation Oncology. (2016) 1, 182-193.
- Shuiping Gou*, Shuzhen Liu, Yaosheng Wu, Licheng Jiao. Image super-resolution based on the pairwisedictionary selected learning and improvedbilateral regularisation. IET Image processing. 10(2): 101-112, 2016.
- Gou S P*, Wang YY,WuJ L, Lee P, Sheng K. Lung dynamic MRI DeblurringUsing Low-rank Decomposition and Dictionary Learning. Medical Physics. 42(4):1917-25. 2015.
- Ke Sheng*, Shuiping Gou, Jiaolong Wu, and Sharon X. Qi.Denoised and texture enhanced MVCT to improve soft tissue conspicuity. Medical Physics. 41(10): 101916, 2015.
- Shuiping Gou, Jiaolong Wu, Fang Liu.StanislasRapacchi, Peng Hu, Ke Sheng*. Feasibility of automated pancreas segmentation based on dynamic MRI. British Journals of Radiology. 87(1044): 20140248, 2014.
- Gou S*, Wang Y, Peng Y, Zhang X, et al. Image Sequences Restoration based on Sparse and Low-rank Decomposition，PLOS ONE, 8(9), pp.1-10, 2013.
- Shuiping Gou*, Xiong Zhuang, Yangyang Li, Cong Xu, L C Jiao, Multi-elitist Immune Clonal Quantum Clustering Algorithm, Neurocomputing, 101(4):275-289, 2013.
- Whenshuai Chen, Shuiping Gou*, Xinlin Wang, Xiaofeng Li and Licheng Jiao, Classification of PolSAR Images Using Multilayer Autoencoders and a Self-Paced Learning Approach, Remote Sensing, 2018, 10(1): 110. doi:10.3390/rs10010110
- Shuiping Gou*, Shuzhen Liu, Shuyuan Yang, Licheng Jiao. Remote Sensing Image Super-resolution Reconstruction Based on Nonlocal Pairwise Dictionaries and Double Regularization，IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing，7(12): 4784-4792，2014
- S. P. Gou*, Xin. Qiao, X.R. Zhang, W. F. Wang, F.F. Du, An Eigenvalue Analysis Based Approach for POL-SAR Image Classification, IEEE Transactions on Geoscience and Remote Sensing, 52( 2), pp.805-818, 2014.
- S. P. Gou*, X. Zhuang, H. M. Zhu, T.T. Yu, Parallel Sparse Spectral Clustering for SARImage Segmentation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6(4):1949-1963, 2013
- S. Gou*, X. Zhuang, L. Jiao, Quantum Immune Fast Spectral Clustering for SAR Image Segmentation, IEEE Geoscience and Remote Sensing Letters, 9(1):8-12, 2012.
- S.P. Gou*, J. Zhang, L.C. Jiao, Fast Immune Greedy Spectral Clustering, Information-An International Interdisciplinary, 15(1):375-385, 2012.
- Gou Shuiping*, Feng Jing, Jiao Licheng, Clustering via Dimensional Reduction Method for the Projection Pursuit Based on the ICSA, Journal of electronics, l27(4):474-479, 2011.