基于3D VNetTrans的膝关节滑膜磁共振图像自动分割
王颖珊,邓奥琦,毛瑾玲,朱中旗,石洁,杨光,马伟伟,路青,汪红志

Automatic Segmentation of Knee Joint Synovial Magnetic Resonance Images Based on 3D VNetTrans
Ying-shan WANG,Ao-qi DENG,Jin-ling MAO,Zhong-qi ZHU,Jie SHI,Guang YANG,Wei-wei MA,Qing LU,Hong-zhi WANG
表3 不同网络模型之间的结果对比
Table 3 Comparison of different network models
模型DiceSensitivitySpecificityRVD/%HD/mm
UNet0.65280.78280.986433.8472.2
VNet0.67490.72620.99089.2134.6
TransBTS0.69960.71860.99174.8736.0
UNETR0.63550.65600.9920?3.3168.8
VNetTrans0.75850.76330.9943?1.3424.6