Table 3.
Pair-wise image registration for H&E sample.
| H&E Sample | Before Registration | After Registration | ||||
|---|---|---|---|---|---|---|
| SSIM % | Dice % (GT) | Dice % (U-Net) | SSIM % | Dice % (GT) | Dice % (U-Net) | |
| pair 0, 1 | 26.0 | 38.2 | 38.0 | 43.4 | 77.6 | 80.7 |
| pair 1, 2 | 28.3 | 43.3 | 43.0 | 45.8 | 76.4 | 80.5 |
| pair 2, 3 | 28.3 | 43.8 | 44.0 | 44.9 | 79.3 | 81.4 |
| pair 3, 4 | 29.5 | 40.0 | 40.6 | 47.9 | 78.6 | 81.7 |
| pair 4, 5 | 33.0 | 32.5 | 31.3 | 50.5 | 76.3 | 80.3 |
| pair 5, 6 | 32.0 | 33.5 | 31.3 | 48.6 | 76.8 | 79.8 |
| pair 6, 7 | 27.6 | 39.9 | 39.5 | 43.3 | 74.0 | 75.6 |
|
Full Sequence
(Avg SSIM % or Mutual Dice %) |
29.2 | 3.8 | 3.4 | 57.0 | 32.4 | 34.9 |