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Cell-level cancer classification performance of our method on the validation split of our dataset.
| Setting | F1 | precision | recall | AUROC |
|---|---|---|---|---|
| Brightfield | 60.5 ± 0.4 | 50.5 ± 0.6 | 75.5 ± 1.7 | 77.5 ± 0.2 |
| Brightfield + Hoechst | 66.0 ± 0.2 | 58.7 ± 0.9 | 75.5 ± 1.3 | 83.0 ± 0.2 |
| Brightfield + Fluorescence | 94.5 ± 0.1 | 93.5 ± 0.3 | 95.5 ± 0.1 | 99.3 ± 0.1 |
