CVPR2021
Leveraging Large-Scale Weakly Labeled Data for Semi-Supervised Mass Detection in Mammograms
Yuxing Tang, Zhenjie Cao, Yanbo Zhang, Zhicheng Yang, Zongcheng Ji, Yiwei Wang, Mei Han, Jie Ma, Jing Xiao, Peng Chang
Abstract
Examples of mammography reports All the mammography reports used in this study are in simplified Chinese. In Figure 1 -3, we provide some examples of de-identified text reports and their English translation (automatically translated by Google Translate), together with the probabilistic labels predicted by our NLP model, namely, Mammo-RoBERTa.