A novel diabetic retinopathy detection from fundus images using hybrid quantum convolutional neural network models

Abstract Diabetic retinopathy (DR) diagnosis from digital fundus images is a long-standing topic of research in medical image processing. The determination of optic disk boundaries in two-dimensional retinal images is difficult due to blurred edges, which makes this field in need of improvement. All...

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Auteurs principaux:	S. R. Menaka, Suresh Muthusamy, Prabhjot Kaur Sidhu, Abhinandan Routray, G. Uma Maheswari, Nebojsa Bacanin
Format:	Artigo
Langue:	Inglês
Publié:	Nature Portfolio 2026-05-01
Collection:	Scientific Reports
Sujets:	Diabetic retinopathy Fundus images Quantum computing CNN Retina Image processing
Accès en ligne:	https://doi.org/10.1038/s41598-026-49227-2
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