no code implementations • 1 Nov 2023 • Ni Yao, Hang Hu, Kaicong Chen, Chen Zhao, Yuan Guo, Boya Li, Jiaofen Nan, Yanting Li, Chuang Han, Fubao Zhu, Weihua Zhou, Li Tian
By using five-fold cross-validation, a deep learning model incorporating uncertainty estimation was developed to classify RCC subtypes into clear cell RCC (ccRCC), papillary RCC (pRCC), and chromophobe RCC (chRCC).
no code implementations • 4 Nov 2020 • Li Tian, Liyan Ma, Zhijie Wen, Shaorong Xie, Yupeng Xu
Diabetic retinopathy (DR) is one of the leading causes of blindness.
1 code implementation • 26 Jul 2020 • Huaxiu Yao, Long-Kai Huang, Linjun Zhang, Ying WEI, Li Tian, James Zou, Junzhou Huang, Zhenhui Li
Moreover, both MetaMix and Channel Shuffle outperform state-of-the-art results by a large margin across many datasets and are compatible with existing meta-learning algorithms.
no code implementations • 9 Feb 2019 • Xiao-Hui Yang, Li Tian, Yun-Mei Chen, Li-Jun Yang, Shuang Xu, Wen-Ming Wu
In this paper, a stable inverse projection representation based classification (IPRC) is presented to tackle these problems by effectively using test samples.