End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma

Joshua Butke, Tatjana Frick, Florian Roghmann, Samir F. El-Mashtoly, Klaus Gerwert, Axel Mosig

Abstract: As a non-invasive approach, cytopathology of urine sediment is a highly promising approach to diagnosing urothelial carcinoma. However, computational assessment of the cytopathological status of a ...