Table 2. Comparison of neovascularization detection methods.
Method/Reference | Validation (%) | |||
(Different dataset) | Sensitivity | Specificity | Accuracy | AUC |
Our propose method | 96.3 | 99.1 | 98.5 | 99.3 |
Saranya and et. al. [6] | 96.25 | 89.65 | 96.63 | ------ |
Goatman and et al. [7] | 82.4 | 85.9 | ------ | 91.1 |
Syafinah and et al. [8] | 63.9 | 89.4 | ------ | ------ |
Nithyaa and Karthikeyen [9] | 92 | ------ | ------ | 94.7 |
Agurto and et al. [10] | 93(96) | 60(83) | ------ | 85(94) |
Akram and et. al. [11] | 96.35 | 98.93 | 98.37 |