Automated Classification of Urinary Cells: Using Convolutional Neural Network Pre-trained on Lung Cells

Automated Classification of Urinary Cells: Using Convolutional Neural Network Pre-trained on Lung Cells

Urine cytology, which is based on the examination of cellular images obtained from urine, is widely used for the diagnosis of bladder cancer. However, the diagnosis is sometimes difficult in highly heterogeneous carcinomas exhibiting weak cellular atypia. In this study, we propose a new deep learnin...

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Bibliographic Details
Main Authors: Atsushi Teramoto, Ayano Michiba, Yuka Kiriyama, Eiko Sakurai, Ryoichi Shiroki, Tetsuya Tsukamoto
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
urinary cell
classification
deep learning
convolutional neural network
Online Access:https://www.mdpi.com/2076-3417/13/3/1763

Internet

https://www.mdpi.com/2076-3417/13/3/1763

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