Skip to main content

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