Table 3.
The effect of diabetic retinopathy, hypertension, AMD, or glaucoma on accuracy, sensitivity, specificity, and kappa statistic for the IB and Gabor filter algorithms.
IB algorithm | ||||||||
---|---|---|---|---|---|---|---|---|
Subgroup | Acc (%) | Sen (%) | Spe (%) | Kappa | ||||
DR | 95.42 | 54.38 | 98.72 | 0.61 | ||||
Hypertension | 96.24 | 57.78 | 98.97 | 0.64 | ||||
AMD | 95.54 | 53.01 | 98.90 | 0.61 | ||||
Glaucoma |
96.07 |
|
57.44 |
|
98.97 |
|
0.65 |
|
Single-scale Gabor filter algorithm |
||||||||
Subgroup |
Acc (%) |
Sen (%) |
Spe (%) |
Kappa |
||||
DR | 95.16 | 59.96 | 98.03 | 0.62 | ||||
Hypertension | 95.94 | 60.16 | 98.53 | 0.62 | ||||
AMD | 95.32 | 56.97 | 98.34 | 0.61 | ||||
Glaucoma |
96.10 |
|
62.91 |
|
98.63 |
|
0.67 |
|
Two-scale Gabor filter algorithm |
||||||||
Subgroup |
Acc (%) |
Sen (%) |
Spe (%) |
Kappa |
||||
DR | 95.23 | 59.73 | 98.12 | 0.62 | ||||
Hypertension | 95.91 | 59.25 | 98.57 | 0.62 | ||||
AMD | 95.36 | 56.54 | 98.42 | 0.61 | ||||
Glaucoma |
96.15 |
|
62.65 |
|
98.70 |
|
0.67 |
|
Three-scale Gabor filter algorithm |
||||||||
Subgroup |
Acc (%) |
Sen (%) |
Spe (%) |
Kappa |
||||
DR | 95.23 | 58.68 | 98.20 | 0.62 | ||||
Hypertension | 95.86 | 57.45 | 98.66 | 0.61 | ||||
AMD | 95.33 | 55.25 | 98.50 | 0.60 | ||||
Glaucoma | 96.14 | 61.13 | 98.80 | 0.67 |
Note: Acc, accuracy; AMD, age-related macular degeneration; DR, diabetic retinopathy.
sen, sensitivity; spe, specificity.