Table 4 7-fold cross validation of dataset S1 using He Normal initializer and a 12 layer U-net architecture. Expressed a mean accuracy and standard deviation (std)
From: Semantic segmentation to identify bladder layers from H&E Images
Background | Lamina Propria | Muscularis Propria | Mucosa | RBC | Cautery | Inflammation | Muscularis Mucosa |
|---|---|---|---|---|---|---|---|
99.95 ± 0.03 | 97.67 ± 0.72 | 97.53 ± 1.4 | 93.57 ± 2.7 | 84.61 ± 12.92 | 55.09 ± 9.94 | 75.69 ± 17.84 | N/A |