Table 1.
GCL Soma Detection | ||||
---|---|---|---|---|
Dataset | Method | Recall | Precision | F1 |
IU 3.75° | WeakGCSeg | 0.88 ± 0.09 | 0.87 ± 0.06 | 0.87 ± 0.04 |
2nd Grading | 0.77 ± 0.16 | 0.80 ± 0.08 | 0.77 ± 0.06 | |
IU 12.75° | WeakGCSeg | 0.88 ± 0.07 | 0.85 ± 0.06 | 0.87 ± 0.04 |
2nd Grading | 0.83 ± 0.10 | 0.82 ± 0.12 | 0.81 ± 0.05 | |
IU 8.5° | WeakGCSeg | 0.90 ± 0.05 | 0.85 ± 0.04 | 0.87 ± 0.02 |
2nd Grading | 0.79 ± 0.02 | 0.90 ± 0.03 | 0.84 ± 0.02 |
The same sets of trained WeakGCSeg networks were used in both experiments.