Table A3.
Mean (standard deviation) pixel accuracy (Acc.), precision (Pr.), recall (Rc.), specificity (Sp.), and intersection over union (IoU) for the individual retinal layer and overall performance for the FCN method. Each value represents the mean of four independent runs.
| Metric | ILM-NFL | NFL-IPL | IPL-OPL | OPL-ELM | ELM-ISOS | ISOS-RPE | Overall |
|---|---|---|---|---|---|---|---|
| Acc. | 99.60 (0.01) | 99.61 (0.01) | 99.67 (0.01) | 99.68 (0.01) | 99.73 (0.01) | 99.70 (0.01) | 99.67 (0.01) |
| Pr. | 90.27 (0.31) | 94.05 (0.09) | 88.06 (0.12) | 95.94 (0.05) | 84.78 (0.17) | 95.30 (0.10) | 93.14 (0.02) |
| Rc. | 91.83 (0.26) | 93.52 (0.31) | 87.58 (0.17) | 96.01 (0.02) | 86.54 (0.17) | 95.59 (0.09) | 93.37 (0.04) |
| Sp. | 99.78 (0.01) | 99.81 (0.01) | 99.84 (0.01) | 99.83 (0.01) | 99.86 (0.01) | 99.84 (0.01) | 99.83 (0.01) |
| IoU | 83.59 (0.19) | 88.28 (0.20) | 78.26 (0.07) | 92.26 (0.03) | 74.90 (0.10) | 91.29 (0.02) | 87.38 (0.07) |