Table 4 Registration results evaluated by Dist and Dice on Iseg2017 and MRBrain13. The bold entries indicate the experiments which used the combination of the real and the translated images in another modality generated by the real images.
Datasets | Modalities | Structures | Dice | Dist | ||
|---|---|---|---|---|---|---|
ANTs | Elastix | ANTs | Elastix | |||
Iseg2017 | T2 | wm | 0.508 | 0.475 | 2.105 | 2.836 |
| Â | gm | 0.635 | 0.591 | Â | Â | |
\(\widehat{T}1\) | wm | 0.503 | 0.469 | 1.884 | 2.792 | |
| Â | gm | 0.622 | 0.580 | Â | Â | |
T2 + \(\widehat{T}1\) | wm | 0.530 | 0.519 | 1.062 | 2.447 | |
| Â | gm | 0.657 | 0.648 | Â | Â | |
T1 | wm | 0.529 | 0.500 | 1.136 | 2.469 | |
| Â | gm | 0.650 | 0.607 | Â | Â | |
\(\widehat{T}2\) | wm | 0.495 | 0.457 | 2.376 | 3.292 | |
| Â | gm | 0.617 | 0.573 | Â | Â | |
T1 + \(\widehat{T}2\) | wm | 0.538 | 0.527 | 1.097 | 2.116 | |
| Â | gm | 0.664 | 0.650 | Â | Â | |
T1 + T2 | wm | 0.540 | 0.528 | 1.013 | 2.109 | |
| Â | gm | 0.666 | 0.651 | Â | Â | |
MRBrain13 | T2-Flair | wm | 0.431 | 0.412 | 3.417 | 3.642 |
| Â | gm | 0.494 | 0.463 | Â | Â | |
\(\widehat{T}1\) | wm | 0.468 | 0.508 | 3.159 | 3.216 | |
| Â | gm | 0.508 | 0.487 | Â | Â | |
T2-Flair + \(\widehat{T}1\) | wm | 0.473 | 0.492 | 2.216 | 2.659 | |
| Â | gm | 0.530 | 0.532 | Â | Â | |
T1 | wm | 0.484 | 0.534 | 2.524 | 2.961 | |
| Â | gm | 0.517 | 0.510 | Â | Â | |
\(\widehat{T}2\)-Flair | wm | 0.431 | 0.410 | 3.568 | 3.726 | |
| Â | gm | 0.497 | 0.458 | Â | Â | |
T1 + \(\widehat{T}2\)-Flair | wm | 0.486 | 0.505 | 2.113 | 2.556 | |
| Â | gm | 0.534 | 0.540 | Â | Â | |
T2-Flair + T1 | wm | 0.486 | 0.503 | 2.098 | 2.508 | |
| Â | gm | 0.534 | 0.539 | Â | Â | |