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

图6 基于不同网络的膝关节滑膜磁共振图像分割的训练过程. (a)训练集的loss曲线，(b)验证集的Dice系数曲线

Fig.6 Training process of knee joint synovial magnetic resonance image segmentation based on different networks. (a) Loss curves of training set; (b) Dice curves of validation set