多尺度残差学习结合Dilformer的双流医学图像配准网络

彭静,闫佳荣,刘佳英,魏子易,白珊,邓亚红

Multi-scale residual learning combined with Dilformer for dual-stream medical image registration network

Jing PENG,Jiarong YAN,Jiaying LIU,Ziyi WEI,Shan BAI,Yahong DENG

表 3 在IXI数据集上的模块消融实验性能评价指标对比

Tab.3 Comparison of performance metrics for module ablation study on IXI dataset

模型组别 MSR DBT SRF MR Loss DSC/% HD95 $ {R}_{{\mathrm{Jac}}} $ 1 × × × × 74.6±1.6 9.839 0.574 2 √ × × × 75.6±1.7 9.645 0.387 3 × √ × × 76.3±1.8 9.121 0.213 4 × × √ × 75.8±1.5 9.516 0.316 5 √ √ √ × 76.7±1.6 9.013 0.127 6 √ √ √ √ 76.9±2.0 8.937 0.029