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Table 3 Ablation study results for each module in the Ceph-Net

From: Ceph-Net: automatic detection of cephalometric landmarks on scanned lateral cephalograms from children and adolescents using an attention-based stacked regression network

Models

SDR (%)

MRE

(mm)

SAM

CAM

MSI

1.0

2.0

3.0

4.0

5.0

   

33.61

68.15

83.01

90.18

94.17

1.95 ± 2.97

✓

  

38.65

71.63

84.34

90.61

94.35

1.81 ± 1.68

 

✓

 

37.93

70.89

83.98

90.78

94.34

1.82 ± 1.67

  

✓

36.36

69.31

82.78

89.57

93.59

1.89 ± 1.74

✓

✓

 

39.56

71.93

84.10

90.53

94.48

1.79 ± 1.68

✓

✓

✓

41.35

73.14

85.22

91.18

94.65

1.75 ± 1.67