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Table 2 DSC, HD(mm) and ASD(mm) of results compared with baseline, MUNIT [22], DiscoGAN [23] and CycleGAN [21] using 2009-2019 data

From: Hippocampus segmentation after brain tumor resection via postoperative region synthesis

 

DSC

HD(mm)

ASD(mm)

Precision

Sensitivity

Specificity

3D U-Net Baseline

0.6971

17.20

1.82

0.74

0.63

0.99

MUNIT [22]

0.7053

14.34

3.12

0.69

0.77

0.99

DiscoGAN [23]

0.7310

9.32

1.98

0.68

0.75

0.99

CycleGAN [21]

0.7206

9.87

1.13

0.72

0.73

0.99

Ours

0.7546

4.68

0.75

0.72

0.77

0.99