
个人简历:
2012-09至2016-06,上海交通大学,计算机科学与技术,学士
2016-09至2024-03,上海交通大学,计算机科学与技术,博士
2022-06至今,上海科技大学,生物医学工程学院,博士后
深度学习算法
生物信息学
生存分析
代表性论文:
Ling Dai, Bin Sheng, Tingli Chen, Qiang Wu, Ruhan Liu, Chun Cai, Liang Wu, et.al. A deep learning system for predicting time to progression of diabetic retinopathy. Nature Medicine 30, 584–594 (2024)
Ling Dai, Wu Liang, Li Huating, Cai Chun, Wu Qiang, Kong Hongyu, Liu Rruhan, et.al. A deep learning system for detecting diabetic retinopathy across the disease spectrum. Nature Communications, 12(1), [3242] (2022)
Yaxin Shen, Bin Sheng, Ruogu Fang, Huating Li, Ling Dai, Skylar Stolte, Jing Qin, Weiping Jia, Dinggang Shen: Domain-invariant interpretable fundus image quality assessment. Medical Image Anal. 61: 101654 (2020)
Siyuan Pan, Ling Dai, Xuhong Hou, Huating Li, Bin Sheng: ChefGAN: Food Image Generation from Recipes. ACM Multimedia 2020: 4244-4252
Yaxin Shen, Ruogu Fang, Bin Sheng, Ling Dai, Huating Li, Jing Qin, Qiang Wu, Weiping Jia:Multi-task Fundus Image Quality Assessment via Transfer Learning and Landmarks Detection.MLMI@MICCAI 2018: 28-36