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A deep learning based model for diabetic retinopathy grading

A deep learning based model for diabetic retinopathy grading

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_51a732a8954645078f951b6aec61ce60

A deep learning based model for diabetic retinopathy grading

About this item

Full title

A deep learning based model for diabetic retinopathy grading

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2025-01, Vol.15 (1), p.3763-20, Article 3763

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Diabetic retinopathy stands as a leading cause of blindness among people. Manual examination of DR images is labor-intensive and prone to error. Existing methods to detect this disease often rely on handcrafted features which limit the adaptability and classification accuracy. Thus, the aim of this research is to develop an automated and efficient...

Alternative Titles

Full title

A deep learning based model for diabetic retinopathy grading

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_51a732a8954645078f951b6aec61ce60

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_51a732a8954645078f951b6aec61ce60

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-025-87171-9

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