Convolutional block attention gate-based Unet framework for microaneurysm segmentation using retinal fundus images

Abstract Background Diabetic retinopathy is a major cause of vision loss worldwide. This emphasizes the need for early identification and treatment to reduce blindness in a significant proportion of individuals. Microaneurysms, extremely small, circular red spots that appear in retinal fundus images...

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Bibliographic Details
Main Authors: C. B. Vanaja, P. Prakasam
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Medical Imaging
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Online Access:https://doi.org/10.1186/s12880-025-01625-0
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