深圳大学 医学部 生物医学工程学院
SHENZHEN UNIVERSITY HEALTH SCIENCE CENTER SCHOOL OF BIOMEDICAL ENGINEERING

论文

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  • 1. Hao Chen, Lingyun Wu, Qi Dou, Jing Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni. Ultrasound Standard Plane Detection Using a Composite Neural Network Framework. IEEE Transactions on Cybernetics , Vol. 47, No. 6, pp. 1576 – 1586 2017.

  • 2. Li, J., Wang, Y., Lei, B., Cheng, J. Z., Qin, J., Wang, T., Li, S., Ni, D.. Automatic Fetal Head Circumference Measurement in Ultrasound using Random Forest and Fast Ellipse Fitting. IEEE Journal of Biomedical and Health Informatics, 2017.

  • 3. Wufeng Xue, Andrea Lum, Ashley Mercado, Mark Landis, James Warringto, and Shuo Li. Full quantification of left ventricle via deep multitask learning network respecting intra-and inter-task relatedness. MICCAI, 2017.

  • 4. Wufeng Xue, Ilanit Ben Nachum, Sachin Pandey, James Warrington. Stephanie Leung, and Shuo Li. Direct estimation of regional wall thicknesses via residual recurrent neural network. In IPMI, 2017.

  • 5. Wufeng Xue, Ali Islam, Mousumi Bhaduri, and Shuo Li. Direct multitype cardiac indices estimation via joint representation and regression learning. IEEE Transactions on Medical Imaging, 36(10):2057–2067, 2017 2017.

  • 6. Yi Wang, Jie-Zhi Cheng, Dong Ni, Muqing Lin, Jing Qin, Xiongbiao Luo, Ming Xu, XiaoyanXie, Pheng-Ann Heng. Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. IEEE Transactions on Medical Imaging, 2016, 35(2): 589-604 2016.

  • 7. Na Wang, Cheng Bian, Yi Wang, Min Xu, Chenchen Qin, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni. Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound. International Conference on Medical Image Computing and Computer Assisted Intervention , 2018.

  • 8. Yi Wang, Qingqing Zheng, Pheng-Ann Heng. Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration. IEEE Transactions on Medical Imaging, 2018, 37(4): 1067-1078. 2018.

  • 9. Wufeng Xue, Gary Brahm, Sachin Pandey, Stephanie Leung, and Shuo Li. Full left ventricle quantification via deep multitask relationships learning. Medical Image Analysis, 43:54–65, Jan. 2018. 2018. [pdf] [code]

  • 10. Wufeng Xue, Lei Zhang, Xuanqin Mou, and Alan C. Bovik. Gradient magnitude similarity deviation: A highly efficient perceptual image quality index. IEEE Transactions on Image Processing, 23(2): 684–695 Feb 2014.