史颖欢 副教授

发布时间:2020-06-14浏览次数:19

姓名:史颖欢

职称:副教授

研究方向:机器学习与医疗数据分析。主要在以下两个方面开展工作:(1)弱监督学习;(2)医学图像分割

代表性成果: 

[1]Yinghuan Shi, Heung-Il Suk, Yang Gao, Seong-Whan Lee, Dinggang Shen: Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 31(1): 186-200 (2020)

[2]Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen: Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. IEEE Trans. Pattern Anal. Mach. Intell. 37(11): 2286-2303 (2015)

[3]Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen: Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks. AAAI 2017: 1524-1531

课题组主页https://cs.nju.edu.cn/rl/