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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Detalhes bibliográficos

Principais autores:	Simona Correra, Valeria Sorgente, Mario Cesarelli, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-04-01
Colecção:	Sensors
Assuntos:	artificial intelligence deep learning convolutional neural network classification diabetic retinopathy
Acesso em linha:	https://www.mdpi.com/1424-8220/26/8/2510
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