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 |