Table 4.
Evaluation results by using different numbers of weakly labeled subjects with and without postprocessing. In particular, the mean dice coefficient is presented in the way of mean ± standard deviation.
Scale of the dataset | Postprocessing | DC | P L | R L | F1 | DR |
---|---|---|---|---|---|---|
398 subjects | No | 0.651 ± 0.158 | 0.403 | 0.956 | 0.567 | 1.000 |
318 subjects | 0.649 ± 0.157 | 0.391 | 0.949 | 0.554 | 1.000 | |
238 subjects | 0.630 ± 0.165 | 0.383 | 0.949 | 0.546 | 1.000 | |
159 subjects | 0.593 ± 0.184 | 0.297 | 0.949 | 0.452 | 1.000 | |
79 subjects | 0.620 ± 0.209 | 0.487 | 0.898 | 0.632 | 0.979 | |
398 subjects | Yes | 0.699 ± 0.128 | 0.852 | 0.923 | 0.886 | 1.000 |
318 subjects | 0.700 ± 0.134 | 0.821 | 0.920 | 0.867 | 1.000 | |
238 subjects | 0.675 ± 0.138 | 0.843 | 0.901 | 0.871 | 1.000 | |
159 subjects | 0.665 ± 0.181 | 0.854 | 0.872 | 0.863 | 0.966 | |
79 subjects | 0.557 ± 0.250 | 0.793 | 0.741 | 0.766 | 0.922 |