Table 3 Diagnostic efficiency of eight morphological parameters of the central anterior chamber section for NACA using the training dataset of Dataset-1

From: Intelligent screening of narrow anterior chamber angle based on portable slit lamp

Light band

Total

Success

Parameter

Unit

Accuracy

Sensitivity

Specificity

F1

AUC

LowerB

UpperB

Cutoff

Horizontal

and

upper

727

(eyes)

692

(95.19%)

I

Pixel

0.85

0.82

0.87

0.80

0.90

0.87

0.93

158,306.50

II

Pixel

0.84

0.82

0.85

0.78

0.89

0.86

0.91

198,516.00

III

Ratio

0.77

0.84

0.72

0.72

0.85

0.83

0.88

0.12

IV

Pixel

0.82

0.83

0.82

0.77

0.89

0.86

0.91

30,398.00

V

Pixel

0.83

0.82

0.84

0.78

0.89

0.86

0.91

138,304.00

VI

Degree

0.82

0.74

0.86

0.74

0.88

0.85

0.90

13.00

VII

Ratio

0.75

0.65

0.81

0.65

0.78

0.75

0.82

1.09

VIII

Pixel

0.75

0.73

0.76

0.67

0.80

0.76

0.84

137.77

Horizontal

and

lower

700

(eyes)

679

(97.00%)

I

Pixel

0.83

0.86

0.82

0.78

0.90

0.88

0.93

178,097.50

II

Pixel

0.83

0.86

0.82

0.78

0.90

0.87

0.92

218,396.00

III

Ratio

0.82

0.74

0.86

0.74

0.86

0.83

0.89

0.12

IV

Pixel

0.84

0.82

0.85

0.78

0.89

0.86

0.92

32,423.00

V

Pixel

0.84

0.82

0.84

0.78

0.90

0.87

0.92

149,815.00

VI

Degree

0.77

0.82

0.74

0.71

0.85

0.81

0.88

15.00

VII

Ratio

0.74

0.68

0.77

0.65

0.78

0.74

0.82

1.10

VIII

Pixel

0.76

0.78

0.74

0.69

0.80

0.77

0.84

157.87

Vertical

and

nasal

475

(eyes)

376

(79.16%)

I

Pixel

0.77

0.78

0.77

0.69

0.85

0.81

0.89

147,474.50

II

Pixel

0.80

0.76

0.81

0.71

0.86

0.82

0.90

183,856.50

III

Ratio

0.74

0.86

0.68

0.67

0.83

0.78

0.87

0.12

IV

Pixel

0.82

0.76

0.85

0.73

0.87

0.83

0.91

28,302.00

V

Pixel

0.77

0.79

0.76

0.69

0.85

0.81

0.89

131,064.50

VI

Degree

0.77

0.65

0.82

0.64

0.82

0.77

0.86

19.00

VII

Ratio

0.68

0.76

0.64

0.60

0.76

0.71

0.81

1.13

VIII

Pixel

0.76

0.69

0.80

0.65

0.80

0.75

0.85

147.76

Vertical

and

temporal

509

(eyes)

427

(83.89%)

I

Pixel

0.84

0.80

0.86

0.78

0.88

0.84

0.91

141,041.00

II

Pixel

0.83

0.82

0.84

0.77

0.88

0.85

0.92

185,578.00

III

Ratio

0.81

0.82

0.81

0.75

0.86

0.82

0.90

0.11

IV

Pixel

0.85

0.78

0.88

0.78

0.89

0.86

0.92

28,133.00

V

Pixel

0.83

0.79

0.85

0.76

0.88

0.84

0.91

124,979.00

VI

Degree

0.79

0.64

0.87

0.68

0.82

0.78

0.86

17.00

VII

Ratio

0.75

0.70

0.78

0.66

0.79

0.75

0.84

1.11

VIII

Pixel

0.80

0.73

0.84

0.72

0.85

0.81

0.89

143.71

  1. Parameter I: closed area; Parameter II: central anterior chamber section area; Parameter III: ratio of central anterior chamber section area to limbus area; Parameter IV: anterior chamber angle area; Parameter V: central area of the central anterior chamber section; Parameter VI: anterior chamber angle; Parameter VII: ratio of lengths of the corneal band to iris band; Parameter VIII: difference in lengths between the corneal band and iris band.