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Table 3 DSC, HD(mm), ASD(mm), precision, sensitivity and specificity of results compared with baseline, MUNIT [22], DiscoGAN [23] and CycleGAN [21] on our recent collected dataset from 2023

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

 

DSC

HD(mm)

ASD(mm)

Precision

Sensitivity

Specificity

3D U-Net Baseline

0.6421

13.07

2.23

0.64

0.67

0.99

MUNIT [22]

0.6463

13.70

3.12

0.64

0.67

0.99

DiscoGAN [23]

0.6577

21.2

2.07

0.65

0.68

0.99

CycleGAN [21]

0.6744

18.01

2.08

0.69

0.67

0.99

Ours

0.7215

6.72

1.06

0.72

0.73

0.99