张少霆，教授。浙江大学本科，上海交通大学硕士，美国罗格斯大学计算机系博士，曾任北卡罗莱纳大学计算机系终身副教授。研究方向：医疗人工智能，计算机视觉，医学图像计算，大范围数据检索和机器学习等。

近年来多次在领域顶级会议和期刊上发表文章，例如TPAMI、TMI、TBME、MedIA、CVPR、ICCV、ECCV、MICCAI和IPMI等，谷歌学术引用7000余次。曾获2010年度领域顶级会议MICCAI的Young Scientist Award, 指导的学生获得2014年度ISBI最佳论文奖（600选3）和2015年度MICCAI的Young Scientist Award (810选4)。

谷歌学术：https://scholar.google.co.uk/citations?user=oiBMWK4AAAAJ&hl=en  

团队及学生情况：https://faculty.uestc.edu.cn/HiLab/zh_CN/index.htm  

代表性论文：

[1] Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang. CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation. IEEE Transactions on Medical Imaging 40(2): 699-711 (2021).

[2] Guotai Wang, Tao Song, Qiang Dong, Mei Cui, Ning Huang, Shaoting Zhang. Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks. Medical Image Analysis 65: 101787 (2020).

[3] Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaolei Huang, Xiaogang Wang, Dimitris Metaxas. Stackgan: Text to photo-realistic image synthesis with stacked generative adversarial networks, ICCV 2017：5907-5915. (引用超1500余次)

[4] Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang. Indexing and mining large-scale neuron databases using maximum inner product search. Pattern Recognition 63: 680-688 (2017).

[5] Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang. Embedding Label Structures for Fine-Grained Feature Representation. CVPR 2016: 1114-1123.

[6] Xiaofan Zhang, Wei Liu, Murat Dundar, Sunil Badve, Shaoting Zhang. Towards Large-Scale Histopathological Image Analysis: Hashing-Based Image Retrieval. IEEE Transactions on Medical Imaging 34(2): 496-506 (2015).

[7] Shaoting Zhang, Ming Yang, Timothée Cour, Kai Yu, Dimitris N. Metaxas. Query Specific Rank Fusion for Image Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence 37(4): 803-815 (2015).

[8] Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang. Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval. CVPR 2015: 5361-5368.

[9] Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N Metaxas, Xiang Sean Zhou. Towards robust and effective shape modeling: Sparse shape composition, Medical Image Analysis 16(1): 265–277 (2012).(引用超270余次)

[10] Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li, Dimitris N. Metaxas. Automatic image annotation using group sparsity. CVPR 2010: 3312-3319.(引用超220余次)

2001.9 -- 2005.6
浙江大学       软件工程       大学本科毕业       工学学士学位

2005.9 -- 2008.1
上海交通大学       计算机软件与理论       硕士研究生毕业       工学硕士学位

2007.9 -- 2012.1
罗格斯大学       计算机科学       博士研究生毕业       哲学博士学位