Table 3. Accuracy of prediction of nuclei in mouse kidney tissue.
Median values of the Pearson correlation (r) and structural similarity index (SSIM) between predicted and target volumes of nuclei. See Table 2 for description.
Translation model | Input(s) | rxy | rxz | rxyz | SSIMxy | SSIMxz | SSIMxyz |
---|---|---|---|---|---|---|---|
Stack→Slice (2.5D, ) | ρ | 0.84 | 0.85 | 0.85 | 0.81 | 0.76 | 0.82 |
BF | 0.87 | 0.88 | 0.87 | 0.82 | 0.77 | 0.84 | |
Φ | 0.88 | 0.88 | 0.88 | 0.83 | 0.78 | 0.85 | |
Φ, ρ, ωx, ωy | 0.89 | 0.89 | 0.89 | 0.84 | 0.80 | 0.86 | |
BF, ρ, ωx, ωy | 0.89 | 0.90 | 0.89 | 0.84 | 0.80 | 0.86 |