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Enhancement of Diabetic Retinopathy Prognostication Using Deep Learning, CLAHE, and ESRGAN

One of the primary causes of blindness in the diabetic population is diabetic retinopathy (DR). Many people could have their sight saved if only DR were detected and treated in time. Numerous Deep Learning (DL)-based methods have been presented to improve human analysis. Using a DL model with three...

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Principais autores: Ghadah Alwakid, Walaa Gouda, Mamoona Humayun
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2023-07-01
סדרה:Diagnostics
נושאים:
blindness
diabetic retinopathy
Deep Learning
APTOS
transfer learning
גישה מקוונת:https://www.mdpi.com/2075-4418/13/14/2375
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