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. 2017 Feb 9;4(1):014503. doi: 10.1117/1.JMI.4.1.014503

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 ±0.61 54.38 ±5.08 98.72 ±0.35 0.61 ±0.05
Hypertension 96.24 ±0.75 57.78 ±8.07 98.97 ±0.45 0.64 ±0.08
AMD 95.54 ±0.52 53.01 ±5.26 98.90 ±0.30 0.61 ±0.05
Glaucoma
96.07
±0.46
57.44
±6.53
98.97
±0.32
0.65
±0.05
  Single-scale Gabor filter algorithm
Subgroup
Acc (%)
Sen (%)
Spe (%)
Kappa
DR 95.16 ±0.68 59.96 ±5.14 98.03 ±0.96 0.62 ±0.07
Hypertension 95.94 ±0.52 60.16 ±7.60 98.53 ±0.80 0.62 ±0.10
AMD 95.32 ±0.69 56.97 ±7.60 98.34 ±0.86 0.61 ±0.08
Glaucoma
96.10
±0.39
62.91
±5.52
98.63
±0.49
0.67
±0.04
  Two-scale Gabor filter algorithm
Subgroup
Acc (%)
Sen (%)
Spe (%)
Kappa
DR 95.23 ±0.68 59.73 ±5.45 98.12 ±0.91 0.62 ±0.07
Hypertension 95.91 ±0.60 59.25 ±8.90 98.57 ±0.81 0.62 ±0.10
AMD 95.36 ±0.72 56.54 ±8.02 98.42 ±0.81 0.61 ±0.08
Glaucoma
96.15
±0.45
62.65
±6.26
98.70
±0.45
0.67
±0.04
  Three-scale Gabor filter algorithm
Subgroup
Acc (%)
Sen (%)
Spe (%)
Kappa
DR 95.23 ±0.70 58.68 ±5.91 98.20 ±0.88 0.62 ±0.07
Hypertension 95.86 ±0.71 57.45 ±10.32 98.66 ±0.77 0.61 ±0.10
AMD 95.33 ±0.76 55.25 ±8.43 98.50 ±0.78 0.60 ±0.09
Glaucoma 96.14 ±0.53 61.13 ±7.26 98.80 ±0.44 0.67 ±0.05

Note: Acc, accuracy; AMD, age-related macular degeneration; DR, diabetic retinopathy.

sen, sensitivity; spe, specificity.