Table 1 Method and input comparison. For methods by Ali [12] and Buggenthin [7] the results from focal plane producing best overall score are given
From: Iterative unsupervised domain adaptation for generalized cell detection from brightfield z-stacks
| Â | Ali | Buggenthin | U-Net | U-Net | U-Net | U-Net | U-Net (smaller) |
|---|---|---|---|---|---|---|---|
Focal planes | 8,18 | 9 | 13 | 11-15 | 12-14 | 13-15 | 13-15 |
PC-3 | 0.90 | 0.8 | 0.933 | 0.949 | 0.944 | 0.955 | 0.955 |
LNCaP | 0.683 | 0.673 | 0.885 | 0.889 | 0.88 | 0.893 | 0.895 |
BT-474 | 0.576 | 0.671 | 0.76 | 0.724 | 0.777 | 0.76 | 0.757 |
22Rv1 | 0.511 | 0.606 | 0.69 | 0.612 | 0.619 | 0.673 | 0.672 |
Total | 0.67 | 0.688 | 0.817 | 0.794 | 0.805 | 0.82 | 0.82 |