Multi-model approach for precise lesion localization and severity grading for diabetic retinopathy and age-related macular degeneration

Multi-model approach for precise lesion localization and severity grading for diabetic retinopathy and age-related macular degeneration

IntroductionAccurate and efficient automated diagnosis of Diabetic Retinopathy (DR) and Age-related Macular Degeneration (AMD) is crucial for addressing these leading causes of vision loss worldwide. Driven by the potential to improve early detection and patient outcomes, this study proposes a compr...

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Bibliographic Details
Main Authors: Romana Rahman Ema, Pintu Chandra Shill
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Computer Science
Subjects:
diabetic retinopathy
age-related macular degeneration
lesion localization
Contrast-Limited Adaptive Histogram Equalization
bicubic interpolation
instance segmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2025.1497929/full
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