Skip to main content

Table 4 Tendon and sheath segmentation results of MB dataset (mean ± standard deviation)

From: Segmentation of finger tendon and synovial sheath in ultrasound image using deep convolutional neural network

Methods

Tendon

Synovial sheath

DSC

MAD

HD

CHD

DSC

MAD

HD

CHD

U-Net

0.87 ± 0.10

4.71 ± 3.51

12.43 ± 8.51

7.24 ± 6.77

0.91 ± 0.07

4.14 ± 4.07

12.54 ± 11.03

8.87 ± 9.13

FC-DenseNet

0.90 ± 0.06

3.61 ± 2.92

9.56 ± 9.32

3.16 ± 5.57

0.94 ± 0.05

2.21 ± 2.10

8.03 ± 9.37

3.47 ± 6.22

DFC-DN

0.91 ± 0.04

2.82 ± 1.53

7.79 ± 3.33

1.92 ± 1.55

0.95 ± 0.02

1.95 ± 1.01

6.56 ± 3.07

2.14 ± 3.01

D2FC-DN

0.92 ± 0.04

2.67 ± 1.38

7.62 ± 3.21

1.53 ± 0.84

0.95 ± 0.03

1.93 ± 1.02

6.63 ± 2.79

1.61 ± 1.41