人员

教师

刘江    教授

电子邮箱:

liuj_AT_sustech.edu.cn

办公室:

南方科技大学创园十栋403办公室

研究方向:

眼科人工智能、眼脑联动、医疗影像、精准医疗、手术机器人

教育背景

 1999/05-2004/04, 新加坡国立大学,计算机系,博士

 1991/02-1992/11, 新加坡国立大学,计算机系,硕士

 1983/08-1988/07,中国科技大学,少年班/计算机系,本科


工作经历

2019/02-今,南方科技大学计算机科学与工程系,教授

2016/03-2019/01,中国科学院宁波慈溪生物医学工程研究所,高级研究员/所长

2007/01-2016/03,新加坡科研局资讯通信研究院智能医疗影像研究所,创始所长/所长顾问/高级科学家

2004/07-2006/12,新加坡国立大学计算机系,研究员

1989/09-2004/6, 新加坡国有企业/跨国企业工业界,工程师/经理/技术总监

1988/09-1989/08,中国科学院自动化技术研究所,助理工程师


荣誉与奖项

◆ 国家特聘专家

◆ 新加坡国家眼科研究中心首席科学家(兼)

◆ 新加坡卓越工程师奖,2013年

◆ 东南亚国家联盟图像系统设计奖,2011年


代表文章

(1) Huazhu Fu*, Yanwu Xu*, Stephen Lin, Damon Wing Kee Wong, Mani Baskaran, Meenakshi Mahesh, Tin Aung and Jiang Liu. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network[J]. IEEE Transactions on Cybernetics,2019(accepted)

(2) Yitian Zhao, Yalin Zheng, Yonghuai Liu, Yifan Zhao, Lingling Luo, Siyuan Yang, Tong Na, Yongtian Wang, Jiang Liu, Automatic 2D/3D Vessel Enhancement in Multiple Modality Images Using a Weighted Symmetry Filter, IEEE Transactions on Medical Imaging, 37(2): 438-450, 2018

(3) H. Fu, Jun  Cheng, Y. Xu,  D. W. K. Wong, J. Liu and X. Cao, Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation, IEEE Transactions on Medical Imaging, vol. 37, no 7, pp. 1597-1605, 2018.

(4) H. Fu, Jun Cheng, Y. Xu, C. Zhang, D. W. K.Wong, J. Liu, X. Cao, "Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image",  IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2493-2501, 2018 .

(5) Jun Cheng, Z. Li, Z. Gu, H. Fu, D. W. K. Wong,  J. Liu,"Structure-preserving Guided Retinal Image Filtering and Its Application for Optic Disc Analysis", IEEE Transactions on Medical Imaging, vol. 37, no. 11, pp. 2536-2546, 2018.

(6) Yitian Zhao, Yalin Zheng, Zhili Chen, Peng Liu, Yifan Zhao, Jiang Liu, Uniqueness-Driven Saliency Analysis For Automated Abnormalities Detection with Application to Retinal Diseases, Proceedings of MICCAI, pp. 109-118, Granada, Spain, September, 2018.

(7) Yitian Zhao, JianyangXie, Yalin Zheng, Yonghuai Liu, Pan Su, Yifan Zhao, Jun Cheng, Jiang Liu,  Retinal Artery and Vein Classification via Dominant Sets Clustering-based Vascular Topology Estimation, Proceedings of MICCAI, pp. 56-64, Granada, Spain, September, 2018.

(8) Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong, Baskaran Mani, Meenakshi Mahesh, Tin Aung, Jiang Liu, "Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT", Proceedings of MICCAI, pp. 356-363, 2018.

(9) Yifan Zhao, Ramon Laguna, Yitian Zhao, John Yianni, PtolemaiosSarrigiannis, Jimmy Liu Jiang and Xiong-xiong He, A wavelet-based correlation analysis framework to study cerebro-muscular activity in essential tremor, Complexity, 7269494, 2018.

(10) Chang-Tong Yang, Krishna K Ghosh, Parasuraman Padmanabhan, Oliver Langer, Jiang Liu, Christer Halldin, BalázsGulyás. “PET-MR and SPECT-MR multimodality Probes: Development and Challenges “, Theranostics, 2018, in press


其他信息