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Table 3 Comparison of dice similarity coefficients (DSC) obtained from atlas and deep-learning-based segmentations in the cases of the four tested organs (heart, liver, kidney, stomach). Averages and standard deviations are listed for all the ten tested cases

From: Comparative clinical evaluation of atlas and deep-learning-based auto-segmentation of organ structures in liver cancer

Test

Case

Heart

Liver

Right kidney

Left kidney

Stomach

Catlas

Cdeep

Catlas

Cdeep

Catlas

Cdeep

Catlas

Cdeep

Catlas

Cdeep

# 1

0.95

0.96

0.93

0.93

0.85

0.86

0.78

0.83

0.41

0.80

# 2

0.93

0.93

0.92

0.93

0.93

0.92

0.93

0.88

0.78

0.71

# 3

0.96

0.95

0.95

0.94

0.87

0.88

0.61

0.84

0.58

0.71

# 4

0.96

0.96

0.95

0.94

0.85

0.86

0.93

0.89

0.53

0.57

# 5

0.92

0.93

0.94

0.93

0.84

0.89

0.89

0.78

0.63

0.88

# 6

0.85

0.94

0.89

0.92

0.89

0.89

0.91

0.88

0.61

0.79

# 7

0.85

0.94

0.90

0.93

0.95

0.93

0.94

0.86

0.79

0.72

# 8

0.86

0.93

0.92

0.93

0.91

0.84

0.92

0.85

0.74

0.83

# 9

0.96

0.94

0.92

0.93

0.70

0.84

0.88

0.88

0.38

0.61

# 10

0.91

0.93

0.94

0.94

0.78

0.84

0.70

0.88

0.56

0.64

Avg SD

0.92

0.94

0.93

0.93

0.86

0.88

0.85

0.86

0.60

0.73

0.04

0.01

0.02

0.01

0.07

0.03

0.11

0.03

0.13

0.09

  1. Avg:  Average
  2. SD:  Standard deviation