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A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression

A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_00b9e5a266fd4c0582e2d49073518c80

A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression

About this item

Full title

A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2024-12, Vol.14 (1), p.31772-11, Article 31772

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

As an alternative to assessments performed by human experts, artificial intelligence (AI) is currently being used for screening fundus images and monitoring diabetic retinopathy (DR). Although AI models can provide quasi-clinician diagnoses, they rarely offer new insights to assist clinicians in predicting disease prognosis and treatment response....

Alternative Titles

Full title

A deep learning-based ADRPPA algorithm for the prediction of diabetic retinopathy progression

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_00b9e5a266fd4c0582e2d49073518c80

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_00b9e5a266fd4c0582e2d49073518c80

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-024-82884-9

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