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A Novel Convolutional Neural Network for Explainable Diabetic Retinopathy Detection and Grade Identification

Diabetic retinopathy represents one of the leading causes of blindness worldwide, making early diagnosis essential for effective clinical intervention. We propose an explainable method aimed at automatically identifying the severity levels of diabetic retinopathy in retinal images using deep learnin...

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Huvudupphov: Simona Correra, Valeria Sorgente, Mario Cesarelli, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2026-04-01
Serie:Sensors
Ämnen:
artificial intelligence
deep learning
convolutional neural network
classification
diabetic retinopathy
Länkar:https://www.mdpi.com/1424-8220/26/8/2510
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