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A convolutional attention mapping deep neural network for classification and localization of cardiom...

A convolutional attention mapping deep neural network for classification and localization of cardiom...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_79aec4a3b8514f5997ffcf9c14ffdc3c

A convolutional attention mapping deep neural network for classification and localization of cardiomegaly on chest X-rays

About this item

Full title

A convolutional attention mapping deep neural network for classification and localization of cardiomegaly on chest X-rays

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2023-04, Vol.13 (1), p.6247-13, Article 6247

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Building a reliable and precise model for disease classification and identifying abnormal sites can provide physicians assistance in their decision-making process. Deep learning based image analysis is a promising technique for enriching the decision making process, and accordingly strengthening patient care. This work presents a convolutional atte...

Alternative Titles

Full title

A convolutional attention mapping deep neural network for classification and localization of cardiomegaly on chest X-rays

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_79aec4a3b8514f5997ffcf9c14ffdc3c

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_79aec4a3b8514f5997ffcf9c14ffdc3c

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-023-32611-7

How to access this item