Table 1 Nucleus detection (mean ± standard deviation) over the 23 datasets in terms of precision, recall, F1 score, and Euclidean distance
From: Towards pixel-to-pixel deep nucleus detection in microscopy images
| Â | Precision (%) | Recall (%) | F1 score (%) | Euclidean Distance |
|---|---|---|---|---|
FCN | 79.7 ±6.4 | 74.0 ±8.2 | 76.4 ±5.7 | 5.05 ±0.92 |
U-Net | 83.0 ±6.6 | 71.7 ±7.0 | 76.6 ±4.5 | 6.01 ±0.72 |
FCRNA | 73.7 ±8.3 | 86.6 ±6.8 | 79.3 ±5.4 | 4.12 ±0.84 |
FCRNB | 68.6 ±9.4 | 87.5 ±6.8 | 76.5 ±6.9 | 4.36 ±1.19 |
FRCN | 75.4 ±6.4 | 88.2 ±3.8 | 81.2 ±4.5 | 5.17 ±0.52 |
MicroNet | 76.7 ±7.5 | 87.8 ±4.6 | 81.6 ±4.9 | 3.49 ±1.04 |