(2020), in the diagnosis of bladder cancer, the urothelium layer is often of great interest and yet may be absent in biopsies. Moreover, WSIs are commonly assigned only a single label (i.e., a diagnosis). The relationship between this weak label, its distribution and its alternatives ...