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

Qian Ma1, Xuan Liu2, Jing Li3

  • 1Department of Ophthalmology, General Hospital of Ningxia Medical University, Ningxia, 750001, China.

BMC Medical Imaging
|April 22, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Age-related macular degenerationDeep learningImage SegmentationOptical coherence tomography

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DefinitionDiabetic retinopathy is a microvascular complication of diabetes affecting the retinal blood vessels.Risk FactorsDiabetic retinopathy is present in almost all individuals with type 1 diabetes and more than 60% of those with type 2 diabetes after two decades of disease.The risk increases with poor glycemic control, hypertension, dyslipidemia, smoking, pregnancy, and puberty.Although cataracts and glaucoma are also more frequent in people with diabetes, retinopathy remains the leading...
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