Table 2 Median (25% − 75% percentile) DSC and HD from 5-fold CV via baseline models.
Fold 1 | Fold 2 | Fold 3 | Fold 4 | Fold 5 | ||
|---|---|---|---|---|---|---|
Regular Unet | DSC | 0.78 (0.64–0.82) | 0.73 (0.63–0.80) | 0.74 (0.63–0.81) | 0.74 (0.65–0.81) | 0.70 (0.59–0.81) |
HDavg (mm) | 2.4 (1.6-5.0) | 2.6 (1.8–3.7) | 2.8 (1.9–4.5) | 2.7 (1.8–4.3) | 2.7 (1.5–4.7) | |
HD95 (mm) | 8.7 (4.5–18.4) | 8.9 (4.5–15.2) | 8.8 (5.5–18.2) | 9.1 (4.8–17.3) | 7.0 (3.8–18.4) | |
2D Retina | DSC | 0.71 (0.58–0.79) | 0.70 (0.52–0.79) | 0.75 (0.65–0.81) | 0.68 (0.57–0.74) | 0.72 (0.62–0.79) |
HDavg (mm) | 3.2 (2.1–5.2) | 2.9 (1.9–6.3) | 3.0 (1.9–4.8) | 2.1 (2.4–5.6) | 2.8 (2.0-5.6) | |
HD95 (mm) | 10.8 (5.8–22.9) | 10.6 (5.5–22.8) | 10.4 (5.1–23.6) | 12.2 (6.7–25.3) | 10.3 (5.9–20.0) | |
3D Retina | DSC | 0.74 (0.62–0.83) | 0.73 (0.58–0.81) | 0.74 (0.61–0.81) | 0.67 (0.54–0.76) | 0.67 (0.56–0.76) |
HDavg (mm) | 2.3 (1.6–3.9) | 2.7 (1.6–4.8) | 2.8 (2.0-5.1) | 3.5 (2.3–6.2) | 3.2 (2.1–5.7) | |
HD95 (mm) | 7.0 (4.3–16.7) | 8.5 (4.1–18.8) | 8.6 (5.0-23.6) | 12.8 (6.5–21.7) | 12.0 (5.7–20.0) |