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Automated Cataract Grading from Smartphone-Acquired External Eye Photographs Using Deep Learning

<b>Background</b>: Cataract diagnosis and management pose a significant global health challenge, contributing to 17 million cases of blindness and over 83 million cases of vision impairment worldwide in 2020. This issue is particularly acute in regions lacking adequate ophthalmological services, whe...

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Principais autores: Shriharshinii Ragothaman, Janarthanam Jothi Balaji, Vasudevan Lakshminarayanan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2026-06-01
coleção:Applied Sciences
Assuntos:
cataracts
deep learning
transfer learning
ResNet architectures
smartphone-based screening
Acesso em linha:https://www.mdpi.com/2076-3417/16/12/5844
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