Table 1.
Evaluation results on bronchopulmonary segment phantoms. Mean F1-score values [0–100] and standard deviations are reported for both nondeformed and deformed versions of the phantoms and three densities of airways (FA), in the three evaluation stages: random forest (RF), graph-cuts (GC), and final refined graph-cuts (Ref. GC).
| Non-deformed |
Deformed |
|||||
|---|---|---|---|---|---|---|
| FA | RF | GC | Ref. GC | RF | GC | Ref. GC |
| 1 | 83.4 ± 2.4 | 97.9 ± 1.9 | 98.0 ± 1.9 | 83.3 ± 2.2 | 97.1 ± 2.7 | 97.4 ± 2.7 |
| 2 | 78.9 ± 2.8 | 96.4 ± 3.7 | 96.3 ± 3.8 | 78.2 ± 3.1 | 95.5 ± 4.4 | 95.5 ± 4.5 |
| 3 | 74.9 ± 4.0 | 94.0 ± 6.4 | 94.3 ± 6.6 | 74.5 ± 4.1 | 91.3 ± 6.7 | 92.0 ± 6.6 |