Table 1.
Medians and median absolute deviations of Jaccard index, precision and recall for ground truth detection for MMHelper and Molyso.
| Pipeline | Bright field | Phase | |||||
|---|---|---|---|---|---|---|---|
| Precision (%) | Recall (%) | Jaccard index (%) | Precision (%) | Recall (%) | Jaccard index (%) | ||
| Channels | MMHelper | 77.8 ± 1.9 | 97.6 ± 1.4 | 77.2 ± 3.1 | 53.8 ± 0.2 | 99.4 ± 0.6 | 53.7 ± 0.3 |
| Molyso | 64.3 ± 25.7* | 58.9 ± 22.2* | 42.1 ± 21.7* | 79.9 ± 9.0 | 77.1 ± 9.4 | 64.6 ± 12.8 | |
| Bacteria | MMHelper | 78.8 ± 14.6 | 76.3 ± 14.0 | 57.1 ± 14.1 | 47.3 ± 15.0 | 96.5 ± 3.5 | 43.9 ± 14.3 |
| Molyso | 43.8 ± 21.7* | 12.7 ± 7.9* | 11.4 ± 6.5* | 39.0 ± 17.1 | 19.5 ± 8.2 | 15.2 ± 7.1 | |
*Molyso was not specifically developed for brightfield imaging.