Table 1.
Performance of the proposed method in the cardiosphere border (PHAL) and nuclei segmentation (DAPI).
Layer | #Images | Validation | Recall | Precision | F1SCORE | jaccardINDEX |
---|---|---|---|---|---|---|
PHAL | 1160 | OP1 vs OP2 | 0.9410 ± 0.0285 | 0.9789 ± 0.343 | 0.9588 ± 0.0158 | 0.9170 ± 0.0281 |
OP1 vs CARE | 0.9339 ± 0.0241 | 0.9728 ± 0.0345 | 0.9497 ± 0.0157 | 0.9079 ± 0.0255 | ||
OP2 vs CARE | 0.9508 ± 0.0264 | 0.9717 ± 0.0351 | 0.9606 ± 0.0201 | 0.9271 ± 0.0255 | ||
DAPI | 100 | OP1 vs OP2 | 0.7602 ± 0.0486 | 0.8215 ± 0.0507 | 0.7872 ± 0.0234 | 0.6497 ± 0.0318 |
OP1 vs CARE | 0.9001 ± 0.0329 | 0.6713 ± 0.0506 | 0.7679 ± 0.0370 | 0.6157 ± 0.0431 | ||
OP2 vs CARE | 0.9210 ± 0.0316 | 0.6517 ± 0.0599 | 0.7615 ± 0.0439 | 0.6174 ± 0.0586 |
Data are reported as mean ± standard deviation.