A deep learning system to diagnose the malignant potential of urothelial carcinoma cells in cytology specimens

The DLS could accurately screen UC cells and determine the malignant potential of tumors more accurately than classical cytology. The use of a DLS during cytopathology screening could help urologists plan therapeutic strategies, which, in turn, may be beneficial for patients.