Weiwei Cao, Jianpeng Zhang, Yingda Xia, Tony C. W. Mok, Zi Li...
TL;DR利用自然语言作为有限可用的数据集辅助胸部CT图像理解并通过对比学习技术提高模型的性能。
Abstract
Radiologists highly desire fully automated versatile AI for medical imaging interpretation. However, the lack of extensively annotated large-scale multi-disease datasets has hindered the achievement of this goal. In this paper, we explore the feasibility of leveraging language as a nat