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.

From: MRI Cross-Modality Image-to-Image Translation

Datasets

Modalities

Structures

Dice

Dist

ANTs

Elastix

ANTs

Elastix

Iseg2017

T2

wm

0.508

0.475

2.105

2.836

 

gm

0.635

0.591

  

\(\widehat{T}1\)

wm

0.503

0.469

1.884

2.792

 

gm

0.622

0.580

  

T2 + \(\widehat{T}1\)

wm

0.530

0.519

1.062

2.447

 

gm

0.657

0.648

  

T1

wm

0.529

0.500

1.136

2.469

 

gm

0.650

0.607

  

\(\widehat{T}2\)

wm

0.495

0.457

2.376

3.292

 

gm

0.617

0.573

  

T1 + \(\widehat{T}2\)

wm

0.538

0.527

1.097

2.116

 

gm

0.664

0.650

  

T1 + T2

wm

0.540

0.528

1.013

2.109

 

gm

0.666

0.651

  

MRBrain13

T2-Flair

wm

0.431

0.412

3.417

3.642

 

gm

0.494

0.463

  

\(\widehat{T}1\)

wm

0.468

0.508

3.159

3.216

 

gm

0.508

0.487

  

T2-Flair + \(\widehat{T}1\)

wm

0.473

0.492

2.216

2.659

 

gm

0.530

0.532

  

T1

wm

0.484

0.534

2.524

2.961

 

gm

0.517

0.510

  

\(\widehat{T}2\)-Flair

wm

0.431

0.410

3.568

3.726

 

gm

0.497

0.458

  

T1 + \(\widehat{T}2\)-Flair

wm

0.486

0.505

2.113

2.556

 

gm

0.534

0.540

  

T2-Flair + T1

wm

0.486

0.503

2.098

2.508

 

gm

0.534

0.539

 Â