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Severity Grading and Early Retinopathy Lesion Detection through Hybrid Inception-ResNet Architecture

Diabetic retinopathy (DR) is a diabetes disorder that disturbs human vision. It starts due to the damage in the light-sensitive tissues of blood vessels at the retina. In the beginning, DR may show no symptoms or only slight vision issues, but in the long run, it could be a permanent source of impai...

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Main Authors: Sana Yasin, Nasrullah Iqbal, Tariq Ali, Umar Draz, Ali Alqahtani, Muhammad Irfan, Abdul Rehman, Adam Glowacz, Samar Alqhtani, Klaudia Proniewska, Frantisek Brumercik, Lukasz Wzorek
Format: Artigo
Language:Inglês
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
deep learning
diabetic retinopathy
grading
retinal
fundus images
Online Access:https://www.mdpi.com/1424-8220/21/20/6933
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