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Understanding inherent image features in CNN-based assessment of diabetic retinopathy

Diabetic retinopathy (DR) is a leading cause of blindness and affects millions of people throughout the world. Early detection and timely checkups are key to reduce the risk of blindness. Automated grading of DR is a cost-effective way to ensure early detection and timely checkups. Deep learning or...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Reguant, Roc, Brunak, Søren, Saha, Sajib
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2021
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8102512/
https://ncbi.nlm.nih.gov/pubmed/33958686
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-89225-0
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