教育立根之本
随着计算机科学与技术在人们生活中的应用不断深入,尤其是云计算、 物联网、人工智能、大数据等技术的兴起, 人工智能专业人才的需求不断提高
邮箱:zhangshaoting@sensetime.com
地址:SEIEE-3-301/剑川路930号A栋313A
张少霆,商汤医疗CEO,上海交通大学计算机学院清源研究院院长。曾任美国北卡罗莱纳大学夏洛特分校计算机系终身教职、上海人工智能实验室智慧医疗中心主任等职务。其研究成果屡次获得顶级会议的青年科学家奖和最佳论文奖、美国橡树岭大学联合会青年教授奖等。主导研发全球首个医疗多模态基础模型群“浦医”即OpenMEDLab,旨在为“跨领域、跨疾病、跨模态”的AI医疗应用提供开源的能力支持。发表论文200余篇,总引用2万余次,H-Index 70。入选海外高层次人才、上海市青年科技杰出贡献奖等,担任医学图像分析顶会IPMI’25及计算机视觉顶会CVPR’26程序委员会主席等职位。
Cost-effective Instruction Learning for Pathology Vision and Language Analysis.
Kaitao Chen, Mianxin Liu, Fang Yan, Lei Ma, Xiaoming Shi, Lilong Wang, Xiaosong Wang, Lifeng Zhu, Zhe Wang, Mu Zhou, Shaoting Zhang*.
Nature Computational Science. Accepted
Editorial for Special Issue on Foundation Models for Medical Image Analysis
Xiaosong Wang, Dequan Wang, Xiaoxiao Li, Jens Rittscher, Dimitris Metaxas, Shaoting Zhang*.
Medical Image Analysis. 100: 103389 (2025)
On the challenges and perspectives of foundation models for medical image analysis
Shaoting Zhang*, Dimitris Metaxas.
Medical Image Analysis. 91: 102996 (2024)
Jieneng Chen, Jieru Mei, Xianhang Li, Yongyi Lu, Qihang Yu, Qingyue Wei, Xiangde Luo, Yutong Xie, Ehsan Adeli, Yan Wang, Matthew P. Lungren, Shaoting Zhang, Lei Xing, Le Lu, Alan L. Yuille, Yuyin Zhou*.
Medical Image Analysis. 97: 103280 (2024)
Weijian Huang, Cheng Li, Hong-Yu Zhou, Hao Yang, Jiarun Liu, Yong Liang, Hairong Zheng, Shaoting Zhang & Shanshan Wang*.
Nature Communications. 15: 7620 (2024)
A Large-scale Synthetic Pathological Dataset for Deep Learning-enabled Segmentation of Breast Cancer
Kexin Ding, Mu Zhou, HeWang, OlivierGevaert, Dimitris Metaxas & ShaotingZhang*.
Scientific data, 10: 231 (2023)
Caibo Ning, Linyun Fan, Meng Jin, Wenji Wang, Zhiqiang Hu, Yimin Cai, Liangkai Chen, ...Ying Zhu, Xiangpan Li, Shaoting Zhang*, Jianbo Tian* & Xiaoping Miao*.
Nature Communications. 14: 7900 (2023)
Mining multi-center heterogeneous medical data with distributed synthetic learning
Qi Chang, Zhennan Yan, Mu Zhou, Hui Qu, Xiaoxiao He, Han Zhang, Lohendran Baskaran, Subhi Al’Aref, Hongsheng Li*, Shaoting Zhang* & Dimitris N. Metaxas*.
Nature Communications. 14: 5510 (2023)
A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification
Dequan Wang, Xiaosong Wang, Lilong Wang, Mengzhang Li, Qian Da, Xiaoqiang Liu, Xiangyu Gao, Jun Shen, Junjun He, Tian Shen, Qi Duan, Jie Zhao, Kang Li, Yu Qiao* & Shaoting Zhang*.
Scientific Data. 10: 574 (2023)
Kexin Ding, Mu Zhou, He Wang, Shaoting Zhang*, Dimitri N Metaxas*.
The Lancet Digital health. Vol.4 (11), pages 787-795 (2022)
Predicting unseen antibodies’ neutralizability via adaptive graph neural networks
Jie Zhang*, Yishan Du, Pengfei Zhou, Jinru Ding, Shuai Xia, Qian Wang, Feiyang Chen, Mu Zhou, Xuemei Zhang, Weifeng Wang, Hongyan Wu*, Lu Lu* & Shaoting Zhang*.
Nature Machine Intelligence. 4, pages 964–976 (2022)
地址:上海市闵行区东川路800号电院群楼3号楼301室
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邮箱:qingyuan@sjtu.edu.cn