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深圳大学医学部生物医学工程学院导师教师师资介绍简介-王毅

本站小编 Free考研考试/2021-05-31


姓名:王毅
职位:助理教授,硕士生导师
邮箱:onewang@szu.edu.cn

王毅,博士。深圳市海外高层次(C类)人才。2016年于香港中文大学获得计算机科学与工程博士学位,2017年6月至今在深圳大学医学部生物医学工程学院任助理教授。主要从事医学图像计算(前列腺多模态影像分析、全乳超声图像智能分析)、计算辅助介入、计算机视觉、机器学习等领域的研究。相关研究成果发表于领域内顶刊顶会IEEE Transactions on Medical Imaging (TMI),IEEE Transactions on Image Processing (TIP),IEEE Transactions on Cybernetics (TCYB),International Conference on Computer Vision (ICCV)等。
个人网站:https://sites.google.com/view/onewang/
研究方向:医学图像计算、计算辅助介入、计算机视觉、机器学习
主持项目:

(1)国家自然科学基金青年基金项目,基于自适应弱监督学习的自动乳腺容积图像肿瘤检测方法研究(**),25.5万元,2018.01-2020.12,在研
(2)广东省基础与应用基础研究基金自然科学基金项目(面上项目),基于无监督深度学习的多模态前列腺图像非刚体配准方法研究(2019A),10万元,2019.10-2022.09,在研
(3)广东省医学科学技术研究基金面上项目,基于深度注意力模型的容积乳腺超声图像肿瘤自动检测技术研究(B**),2019.07-2021.06,在研
代表性论文:
(1)Yi Wang, Na Wang, Min Xu, Junxiong Yu, Chenchen Qin, Xiao Luo, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni, Deeply-Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound, IEEE Transactions on Medical Imaging, 2020, 39(4): 866-876.
(2)Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni, Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound, IEEE Transactions on Medical Imaging, 2019, 38(12): 2768-2778.
(3)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.
(4)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.
(5)Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Online Subspace Learning from Gradient Orientations for Robust Image Alignment, IEEE Transactions on Image Processing, 2019, 28(7): 3383-3394.
(6)Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Multi-task Feature Learning Meets Robust Tensor Decomposition for EEG Classification, IEEE Transactions on Cybernetics, 2019.
(7)Qingqing Zheng, Yi Wang*, Pheng-Ann Heng, Online Robust Image Alignment via Subspace Learning from Gradient Orientations, In Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017: 1753-1762.
(8)Yi Wang, Chenchen Qin, Chuanlu Lin, Di Lin, Min Xu, Xiao Luo, Tianfu Wang, Anhua Li, Dong Ni, 3D Inception U-net with Asymmetric Loss for Cancer Detection in Automated Breast Ultrasound, Medical Physics, 2020.
(9)Jing Li, Yi Wang*, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni, Automatic Fetal Head Circumference Measurement in Ultrasound using Random Forest and Fast Ellipse Fitting, IEEE Journal of Biomedical and Health Informatics, 2018, 22(1): 215-223.
(10)Chuanlu Lin, Yi Wang*, Tianfu Wang, Dong Ni, Low-Rank Based Image Analyses for Pathological MR Image Segmentation and Recovery, Frontiers in Neuroscience, 2019, 13: 333.
*表示通讯作者



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