Revolutionizing diabetic eye disease detection: retinal image analysis with cutting-edge deep learning techniques

Globally, glaucoma is a leading cause of visual impairment and vision loss, emphasizing the critical need for early diagnosis and intervention. This research explores the application of deep learning for automated glaucoma diagnosis using retinal fundus photographs. We introduce a novel cross-sectio...

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Hlavní autoři:	Banumathy D, Swathi Angamuthu, Prasanalakshmi Balaji, Mousmi Ajay Chaurasia
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	PeerJ Inc. 2024-09-01
Edice:	PeerJ Computer Science
Témata:	Retinal fundus Optic Nerve Head Glaucoma CNN Multi-task deep learning
On-line přístup:	https://peerj.com/articles/cs-2186.pdf
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