王珊珊,研究员、博士生导师、国家级青年人才,吴文俊人工智能优秀青年奖获得者、中国科学院青促会A类优秀会员,2022-2024入选斯坦福 “全球前2%顶尖科学家”榜单。长期从事人工智能、快速医学成像、放射组学与多模态分析等研究,在Nature子刊、IEEE Trans等发表高质量论文100余篇;曾荣获OCSMRM杰出研究奖、省部级一等奖3项等;先后主持科技部2030新一代人工智能重大研发计划课题、NSFC联合基金重点项目等国家级项目6项;担任多个高质量SCI学术期刊的副主编/编委(如IEEE Transactions on Medical Imaging ,Magnetic Resonance in Medicine ,Pattern Recognition、IEEE Reviews in Biomedical Engineering等)。曾受邀在第31届国际医学磁共振年会给大会主题冠名报告(入选率1/6000,英国伦敦)及美国第10届GRC活体磁共振给大会主题报告。
机器学习、快速医学成像、放射组学
(1) Shanshan Wang; Cheng Li; Rongpin Wang; Zaiyi Liu; Meiyun Wang; Hongna Tan; Yaping Wu; Xinfeng Liu; Hui Sun; Rui Yang; Xin Liu; Jie Chen; Huihui Zhou; Ismail Ben Ayed; Hairong Zheng ; Annotation-efficient deep learning for automatic medical image segmentation, Nature Communications, 2021, 12(5915) (期刊论文)
(2) Shanshan Wang; Sha Tan; Yuan Gao; Qiegen Liu; Leslie Ying; Taohui Xiao; Yuanyuan Liu; Xin Liu; Hairong Zheng; Dong Liang ; Learning joint-sparse codes for calibration-free parallel MR imaging, IEEE Transactions on Medical Imaging, 2018, 37(1): 251-261 (期刊论文)
(3) Shanshan Wang; Huitao Cheng; Leslie Ying; Taohui Xiao; Ziwen Ke; Hairong Zheng; Dong Liang ; DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution, Magnetic Resonance Imaging, 2020, 68: 136-147 (期刊论文)
(4) Weijian Huang; Hao Yang; Xinfeng Liu; Cheng Li; Ian Zhang; Rongpin Wang; Hairong Zheng; Shanshan Wang ; A coarse-to-fine deformable transformation framework for unsupervised multicontrast MR image registration with dual consistency constraint, IEEE Transactions on Medical Imaging, 2021, 40(10): 2589-2599 (期刊论文)
(5) Yongjin Zhou; Jingxu Xu; Qiegen Liu; Cheng Li; Zaiyi Liu; Meiyun Wang; Hairong Zheng; Shanshan Wang ; A Radiomics Approach With CNN for Shear-Wave Elastography Breast Tumor Classification, IEEE Transactions on Biomedical Engineering, 2018, 65(9): 1935-1942 (期刊论文)
(1) 王珊珊(2/10); 肿瘤影像组学创新技术及应用, 广东省科技厅, 科技进步, 省部一等奖, 2021(刘再毅 (医院放射科医生); 王珊珊; 高英; 梁长虹; 黄燕琪; 陈鑫; 冯前进; 何兰; 王广谊; 陈舒婷) (科研奖励)
(2) 王珊珊(1/1); 2018 OCSMRM海外华人医学磁共振协会杰出研究奖, OCSMRM, 自然科学, 国际学术奖, 2018(王珊珊) (科研奖励)
(3) 王珊珊(1/1); 吴文俊人工智能优秀青年奖, 中国人工智能学会, 其他, 其他, 2020(王珊珊) (科研奖励)
(4) 王珊珊; 肖韬辉; 郑海荣; 刘新; 梁栋 ; 一种磁共振成像及斑块识别方法和装置, 2020-7-3, 中国, ZL201811525181.4 (专利)
(5) 王珊珊; 梁栋; 谭莎; 刘新; 郑海荣 ; 一种基于自适应联合稀疏编码的并行磁共振成像方法、装置及 计算机可读介质, 2021-12-17, 中国, ZL201711246873.0 (专利)
(6) 王珊珊; 梁栋; 黄宁波; 刘新; 郑海荣 ; 基于深度卷积网的一维部分傅里叶并行磁共振成像方法, 2019-7-30, 中国, ZL201710416357.1 (专利)
(7) Shanshan Wang ; 哈佛大学Gordon Lecture: "Learning Reconstruction and Analysis for Medical Imaging", Gordon Center for Medical Imaging Seminar Series , Harvard Medical School, 55 Fruit Street, White 427 Boston, MA 02114,United States, 2019-5-9至2019-5-11 (会议报告)
(8) Shanshan Wang ; 教育讲座(Educational Lecture):"Applications of Machine Learning: Data Acquisition & Image Reconstruction", ISMRM 28th Annual Meeting & Exhibition, Paris Expo Porte de Versailles,Paris, France , 2020-8-8至2020-8-13 (会议报告)
(9) Shanshan Wang ; 主题报告(Plenary Talk): "Learning Image Reconstruction: Artificial Intelligence Changes the Game", Gordon Research Conference on In Vivo Magnetic Resonance , 204 Main Street, Andover, NH,United States, 2018-7-15至2018-7-20 (会议报告)
(10) Shanshan Wang ; 大会主题冠名报告 (NIBIB New Horizons Lecture) Artificial Intelligence for MRI : Opportunities and Challenges, ISMRM 31st Annual Meeting & Exhibition, London, Royal Victoria Dock, 1 Western Gateway, London, 2022-5-6至2022-5-12 (会议报告)