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Updated: May 7, 2026

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通过在低质量的 fundus 图像中对糖尿病视网膜病变的分类等级框架的频率空间特征融合

Pengfei Cai1, Biyuan Li1,2, Jinying Ma1

  • 1School of Electronic Engineering, Tianjin University of Technology and Education, Tianjin, 300222, People's Republic of China.

Biomedical physics & engineering express
|July 24, 2025
PubMed
概括

这项研究引入了一个新的网络,用于从低质量的 fundus 图像中对糖尿病视网膜病变 (DR) 进行分类. 层次频率空间特征融合网络 (HFSF-Net) 通过结合图像频率和空间信息来提高分类准确性.

关键词:
糖尿病视网膜病变 糖尿病视网膜病变频率与空间特征的融合是一种融合.低质量的基金图像 基金图像变压器网络的变压器网络.

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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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