Efficient Visual Field Sensitivity Estimation via a Lightweight Global Context-Aware CNN Using Standard 2D OCT Thickness Maps

Glaucoma is a chronic progressive optic neuropathy causing irreversible blindness globally, underscoring the need for reliable diagnostic tools. While visual field (VF) testing remains the clinical standard, it has significant limitations, including subjective variability and patient cooperation dif...

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Detalhes bibliográficos

Principais autores:	Shamsudeen Abdullahi, Yuttapong Jiraraksopakun, Apichai Bhatranand, Anita Manassakorn, Sunee Chansangpetch, Kitiya Ratanawongphaibul, Visanee Tantisevi
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-05-01
coleção:	BioMedInformatics
Assuntos:	artificial intelligence deep learning efficient channel attention exponentially weighted mean squared error glaucoma global context block
Acesso em linha:	https://www.mdpi.com/2673-7426/6/3/26
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