Skip to main content
. Author manuscript; available in PMC: 2022 Jul 1.
Published in final edited form as: Med Image Anal. 2021 Mar 21;71:102041. doi: 10.1016/j.media.2021.102041

Table 3.

Quantitative comparison of CBCT-MRI registration results using DSC and ASD(mm). Best and second best results are marked in red and blue, respectively. Underline means supervised trained model using ground truth segmentation on the target domain. IMG-BSpline and IMG-Affine mean intensity-based BSpline registration and affine registration, respectively. ‘CT’-IMG-BSpline means intensity-based BSpline registration based on CT images translated from CBCT and MR using APA-Net.

IMG-BSpline IMG-Affine ‘CT’-IMG-BSpline RPM(Human Seg) RPM(Ours) RPM(Seg)
Median DSC 0.366 0.156 0.332 0.852 0.848 0.769
Mean±Std DSC 0.401 ± 0.168 0.168 ± 0.049 0.304 ± 0.182 0.853 ± 0.054 0.844 ± 0.029 0.755 ± 0.101
Median ASD 25.225 40.365 28.424 4.921 5.853 9.347
Mean±Std ASD 25.016 ± 8.809 40.682 ± 7.187 33.645 ± 13.511 5.095 ± 1.934 5.629 ± 0.909 8.649 ± 2.818