Table 4 Comparison with the state-of-the-arts models for liver segmentation.

From: Extracting organs of interest from medical images based on convolutional neural network with auxiliary and refined constraints

Models

VOE

VD

ASD

RMSD

DSC

Wang et al.28

7.57 ± 0.96

− 1.83 ± 2.02

1.23 ± 0.21

2.08 ± 0.35

–

Wu et al.26

7.87

1.31

1.29

2.50

–

Dou et al.25

5.42

1.75

0.79

1.64

–

Liu et al.3

6.17

1.33

1.48

2.19

97.43

Liao et al.29

5.8 ± 3.3

− 0.2 ± 4.0

1.1 ± 0.5

2.0 ± 1.3

97.2 ± 0.8

Li et al.30

6.24 ± 1.52

1.18 ± 2.76

1.03 ± 0.31

2.11 ± 0.95

–

Gauriau et al.27

7.2

2.6

1.3

2.6

–

Ours

7.2 ± 2.2

− 1.2 ± 4.0

0.3 ± 0.2

2.3 ± 0.9

96.3 ± 1.2

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