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A hybrid approach for diagnosing diabetic retinopathy from fundus image exploiting deep features

One of the major causes of blindness in human beings is the diabetic retinopathy (DR). To prevent blindness, early detection of DR is therefore necessary. In this paper, a hybrid model is proposed for diagnosing DR from fundus images. A combination of morphological image processing and Inception v3...

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Detalles Bibliográficos
Autores principales: Mahmood, Mohammed Arif Iftakher, Aktar, Nasrin, Kader, Md. Fazlul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558873/
https://www.ncbi.nlm.nih.gov/pubmed/37809795
http://dx.doi.org/10.1016/j.heliyon.2023.e19625