A Deep Learning System to Predict the Histopathological Results From Urine Cytopathological Images

A Deep Learning System to Predict the Histopathological Results From Urine Cytopathological Images

BackgroundAlthough deep learning systems (DLSs) have been developed to diagnose urine cytology, more evidence is required to prove if such systems can predict histopathology results as well.MethodsWe retrospectively retrieved urine cytology slides and matched histological results. High-power field p...

Full description

Bibliographic Details
Main Authors: Yixiao Liu, Shen Jin, Qi Shen, Lufan Chang, Shancheng Fang, Yu Fan, Hao Peng, Wei Yu
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Oncology
Subjects:
cyto-histo correlation
deep learning
urothelial carcinoma
urine cytology
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.901586/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2022.901586/full

Similar Items