可形变Transformer辅助的胸部X光影像疾病诊断模型

胡锦波,聂为之,宋丹,高卓,白云鹏,赵丰

Chest X-ray imaging disease diagnosis model assisted by deformable Transformer

Jin-bo HU,Wei-zhi NIE,Dan SONG,Zhuo GAO,Yun-peng BAI,Feng ZHAO

表 5 不同模块对模型分类效果的影响

Tab.5 Effect of different modules on model classification performance

模型 $ \overline {{\text{AUC}}} $/% ChestX-ray14 CheXpert CDAM-D 0.830 1 0.896 5 Deformable-DAM-D 0.829 7 0.896 4 Deformable-CDAM-D 0.839 8 0.906 1 Lable-random 0.823 6 0.893 2