Table 3.
Patch-Level Area Under Curve (AUC) on the Test Set
| Patch Dimension:512 × 512 | ||||||
|---|---|---|---|---|---|---|
| Model (512)-1 | Model (512)-2 | Model (512)-3 | Model (512)-4 | Model (512)-5 | Mean/Standard Deviation | |
| Independent | 0.730 | 0.665 | 0.676 | 0.805 | 0.675 | 0.710/0.058 |
| (0.727–0.733) | (0.662–0.668) | (0.673–0.679) | (0.803–0.807) | (0.672–0.678) | ||
| Region correlation | 0.804 | 0.721 | 0.766 | 0.797 | 0.674 | 0.753/0.054 |
| (0.802–0.80) | (0.719–0.724) | (0.763–0.769) | (0.794–0.799) | (0.672–0.677) | ||
| Patch Dimension: 1024 × 1024 | ||||||
| Model (1024)-1 | Model (1024)-2 | Model (1024)-3 | Model (1024)-4 | Model (1024)-5 | Mean/Standard Deviation | |
| Independent | 0.824 | 0.809 | 0.823 | 0.843 | 0.823 | 0.8249/0.011 |
| (0.819–0.829) | (0.805–0.814) | (0.818–0.828) | (0.839–0.847) | (0.819–0.828) | ||
| Region correlation | 0.853 | 0.837 | 0.850 | 0.904 | 0.858 | 0.8605/0.025 |
| (0.849–0.857) | (0.832–0.841) | (0.845–0.854) | (0.900–0.907) | (0.853–0.862) | ||
| Patch Dimension: 2048 × 2048 | ||||||
| Model (2048)-1 | Model (2048)-2 | Model (2048)-3 | Model (2048)-4 | Model (2048)-5 | Mean/Standard Deviation | |
| Independent | 0.773 | 0.788 | 0.819 | 0.826 | 0.817 | 0.8048/0.022 |
| (0.762–0.784) | (0.777–0.798) | (0.809–0.828) | (0.816–0.835) | (0.807–0.827) | ||
| Region correlation | 0.797 | 0.793 | 0.857 | 0.828 | 0.840 | 0.8233/0.027 |
| (0.786–0.808) | (0.783–0.804) | (0.848–0.866) | (0.818–0.838) | (0.830–0.849) | ||
The 95% confidence intervals (CIs) are in parentheses.