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Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7be95b5c7f1c4b319f24496ec35ec514

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

About this item

Full title

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2019-07, Vol.9 (1), p.10750-11, Article 10750

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

Diabetes is a globally prevalent disease that can cause visible microvascular complications such as diabetic retinopathy and macular edema in the human eye retina, the images of which are today used for manual disease screening and diagnosis. This labor-intensive task could greatly benefit from automatic detection using deep learning technique. Her...

Alternative Titles

Full title

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_7be95b5c7f1c4b319f24496ec35ec514

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_7be95b5c7f1c4b319f24496ec35ec514

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-019-47181-w

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