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

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

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b0d96f15d5d74fccb42d73092ef593c4

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

About this item

Full title

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

Publisher

Basel: MDPI AG

Journal title

Applied sciences, 2023-01, Vol.13 (3), p.1763

Language

English

Formats

Publication information

Publisher

Basel: MDPI AG

More information

Scope and Contents

Contents

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 learning method that utilizes image information from anot...

Alternative Titles

Full title

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

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_b0d96f15d5d74fccb42d73092ef593c4

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b0d96f15d5d74fccb42d73092ef593c4

Other Identifiers

ISSN

2076-3417

E-ISSN

2076-3417

DOI

10.3390/app13031763

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