AMD-UPerNet: a tool for retinal layer and fluid assessment in age-related macular degeneration

Abstract Objective This study aims to develop a rapid and precise OCT segmentation model that simultaneously delineates retinal layers and fluid regions in age-related macular degeneration (AMD). Methods AMD-UPerNet was proposed as the segmentation model designed to simultaneously delineate retinal...

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Bibliographic Details

Published in:	BMC Medical Imaging
Main Authors:	Qian Ma, Xuan Liu, Jing Li, Yun Bai, Wan Mu, Na Li, Biao Yan, Zhenhua Wang
Format:	Article
Language:	English
Published:	BMC 2026-04-01
Subjects:	Age-related macular degeneration Deep learning Image Segmentation Optical coherence tomography
Online Access:	https://doi.org/10.1186/s12880-026-02349-5