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 |