Table 4 Diagnostic efficiency of eight morphological parameters of the central anterior chamber section for NACA using the test 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

Horizontal

and

upper

79

(eyes)

77

(97.47%)

I

Pixel

0.86

0.90

0.84

0.78

II

Pixel

0.86

0.90

0.84

0.78

III

Ratio

0.70

0.95

0.61

0.63

IV

Pixel

0.86

0.90

0.84

0.78

V

Pixel

0.87

0.95

0.84

0.80

VI

Degree

0.83

0.62

0.91

0.67

VII

Ratio

0.73

0.57

0.79

0.53

VIII

Pixel

0.77

0.86

0.73

0.67

Horizontal

and

lower

78

(eyes)

77

(98.72%)

I

Pixel

0.82

0.86

0.80

0.77

II

Pixel

0.82

0.82

0.82

0.77

III

Ratio

0.81

0.71

0.86

0.73

IV

Pixel

0.82

0.75

0.86

0.75

V

Pixel

0.82

0.79

0.84

0.76

VI

Degree

0.82

0.82

0.82

0.77

VII

Ratio

0.73

0.50

0.86

0.57

VIII

Pixel

0.73

0.61

0.80

0.62

Vertical

and

nasal

52

(eyes)

43

(82.69%)

I

Pixel

0.79

0.68

0.88

0.74

II

Pixel

0.84

0.68

0.96

0.79

III

Ratio

0.77

0.84

0.71

0.76

IV

Pixel

0.86

0.68

1.00

0.81

V

Pixel

0.79

0.68

0.88

0.74

VI

Degree

0.70

0.47

0.88

0.58

VII

Ratio

0.79

0.79

0.79

0.77

VIII

Pixel

0.77

0.63

0.88

0.71

Vertical

and

Temporal

47

(eyes)

34

(72.34%)

I

Pixel

0.88

0.73

1.00

0.85

II

Pixel

0.85

0.73

0.95

0.81

III

Ratio

0.82

0.87

0.79

0.81

IV

Pixel

0.85

0.73

0.95

0.81

V

Pixel

0.88

0.80

0.95

0.86

VI

Degree

0.68

0.40

0.89

0.52

VII

Ratio

0.65

0.47

0.79

0.54

VIII

Pixel

0.74

0.53

0.89

0.64

  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.