唐慧
职称:中级
所在院系:影像科学与技术系
研究方向:医学图像处理、人工智能、计算机辅助手术导航系统
电话:
邮箱:corinna@seu.edu.cn
职务:
个人简介

唐慧、博士、讲师

东南大学计算机学院影像科学与技术系

发表SCI论文40余篇,其中第一作者/通讯作者10余篇

承担科技部重点研发计划子课题1、江苏省自然科学基金青年基金1、横向项目多项;

作为项目骨干参与多项国家和省部级项目。

研究方向

医学图像处理、人工智能、计算机辅助手术导航系统

教育经历

1999.9 – 2003.7 东南大学生物医学工程系生物医学工程专业本科生,获得学士学位

2003.9 – 2005.2 东南大学生物医学工程系影像科学与技术实验室硕士生,0510月获得硕士学位

2006.3 – 2006.72007.4 – 2007.62007.10 –2008.9 作为联合培养博士生在法国雷恩第一大学信号与图像处理实验室从事博士课题工作

200812月答辩,同时获得东南大学生物医学工程专业和法国雷恩第一大学信号处理与通讯专业的博士学位


工作经历

2009.1 – 今 东南大学计算机学院影像科学与技术系,讲师


科研项目

1、国家重点研发计划项目,光子计数能谱CT研发,2022.10-2027.09,子课题负责人,在研;

2、江苏省自然基金青年基金,低剂量X射线成像中伪影去除方法研究,2015.07-2018.06,主持,已结题。


论文著作

第一作者/通讯作者论文

1.      Hui Tang, Hao Kai Li, Chun Feng Yang, Jean-Louis Dillenseger, Gouenou Coatrieux, Juan Feng, Shou Jun Zhou, Yang Chen. A multiple catheter tips tracking method in X-ray fluoroscopy images by a new lightweight segmentation network and Bayesian filtering. International Journal of Medical Robotics and Computer Assisted Surgery. 2023, 19(6): e2569.

2.      Hui Tang, Tian Li, Yu Bing Li, Yu Li, Xu Dong Bao. A fast tomosynthesis method for printed circuit boards based on a multiple multi-resolution reconstruction algorithm.Journal of X-ray Science and Technology. 2023, 31: 965-979.

3.      Hui Tang, Su Dong Jiang, Yubing Lin, Yu Li, Xu Dong Bao. An improved dual-domain network for metal artifact reduction in CT images using aggregated contextual transformations.Physics in Medicine & Biology, 2023, 68: 175021.

4.      Hui Tang, Yubing Lin, Su Dong Jiang, Yu Li, Tian Li, Xu Dong Bao. A new dental CBCT metal artifact reduction method based on a dual-domain processing framework. Physics in Medicine & Biology, 2023, 68: 175016.

5.      Hui Tang(#), Jiashun Wang(#), Liang Sun, Shijie Wang, Jun Xiang, Yan Xi, Yang Chen, Yanni Jiang. A new projection correction based voting strategy for breast calcification artifact reduction. Physics in Medicine & Biology, 2023, 68: 180512.

6.      Yuan Gao(#), Hui Tang(#), Rongjun Ge, Jin Liu, Xin Chen, Yan Xi, Xu Ji, Huazhong Shu, Jian Zhu, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen. 3DSRNet: 3-D spine reconstruction network using 2-D orthogonal X-ray images based on deep learning. IEEE Transactions on instrumentation and measurement. 2023, 72: 4506214.

7.      Hui Tang, Zhenquan Zhang, Yanglong He, Jinhua Shen, Jin Zheng, Wei Gao(*), Umar Sadat, Mingxin Wang, Yupeng Wang(*), Xu Ji(*), Yang Chen, Zhongzhao Teng. Automatic classification and segmentation of atherosclerotic plaques in intravascular optical coherence tomography (IVOCT). Biomedical Signal Processing and Control. 2023, 85: 104888.

8.      Yuanxiu Zhang, Yufeng Gao, Guangquan Zhou, Jianan He, Jun Xia, Guoyi Peng, Xiaojian Lou, Shoujun Zhou, Hui Tang(*), Yang Chen. Centerline-supervision multi-task learning network for coronary angiography segmentation. Biomedical Signal Processing and Control. 2023, 82: 104510.

9.      Kai Chen, Chunfeng Yang, Hui Tang(*), Xu Ji(*), Gouenou Coatreux, Jean-Louis Coatrieux, Yang Chen. SPEAR-Net: Self-prior enhanced artifact removal network for limited-angel DECT. IEEE Transactions on instrumentation and measurement. 2023, 72: 4003614.

10.  Xiaowei Song(#), Hui Tang(#), Chunfeng Yang, Guangquan Zhou, YangangWang, Xinjun Huang, Jie Hua, Gouenou coatrieux, Xiaopu He(*), Yang Chen(*). Deformable transformer for endoscopic video super-resolution. Biomedical Signal Processing and Control. 2022, 77: 103827.

11.  Yuan Gao, Han Chen, Rongjun Ge, Zhan Wu, Hui Tang(*), Dazhi Gao, Xiaoli Mai, Libo Zhang, Benqiang Yang, Yang Chen(*), Jean-Louis Coatrieux. Deep learning-based framework for segmentation of multiclass rib fractures in CT utilizing a multi-angle projection network. International Journal of Computer Assisted Radiology and Surgery, 2022, 17: 1115-1124.

12.  Hui Tang(#)(*); Yu Bing Lin; Guo Yan Sun; Xu Dong Bao, A metal artifact reduction scheme in CT by a Poisson fusion sinogram based postprocessing method. Journal of X-ray science and technology. 2021, 29: 245-257.

13.  唐慧(#)(*),任杰文,鲍旭东。减少色彩失真的自适应单幅图像去雾算法。计算机应用研究2020,37(5): 1553-1556

14.  Yunbo Gu(#); Hui Tang(#); Tianling Lv; Yang Chen(*); Zhiping Wang; Lu Zhang; Jian Yang; Huazhong Shu; Limin Luo; Gouenou Coatrieux; Discriminative Feature Representation for Noisy Image Quality Assessment. Multimedia Tools and Applications, 2020, 79(1): 1-13

15.  Hui Tang(#)(*); Dan Tong; Xudong Bao; Jean-Louis Dillenseger, A new stationary gridline artifacts suppression method based on the two-dimensional discrete wavelet transform, Medical Physics, 2015.4, 42(4): 1721~1729

16.  Hui Tang(#)(*); Jean-Louis Dillenseger; Xudong Bao; Limin Luo, A vectorial image soft segmentation method based on neighborhood weighted Gaussian mixture model, Computerized Medical Imaging and Graphics, 2009, 33: 644~650

17.  Hui Tang(#); Jean-Louis Dillenseger(*); Xudong Bao; Limin Luo, A multivolume visualization method for spatially aligned volumes after 3D/3D image registration, IRBM, 2011.6, 32(3): 195~203

18.  唐慧,罗立民,周正东。基于曲线曲率的网格简化方法。中国图形图象学报2008, 13(11): 2224-2230

19.  Hui Tang(#)(*); Huazhong Shu; Jean-Louis Dillenseger; Xudong Bao; Limin Luo, Moment-based metrics for mesh simplification,Computers & Graphics-UK, 2007, 31: 710~718


专利

1. 唐慧,孙国艳,鲍旭东。一种CTCBCT图像中金属伪影校正方法,专利号:CN110310346B. 法律状态:已授权。

2. 唐慧,光学辅助测量系统软件V1.0,2015SR159865,原始取得,全部权利,2015.03.20(软件著作权)


获奖情况
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