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一个双重注意力和多尺度融合网络用于糖尿病视网膜病变的图像分析

Menglin Zhang1, Qi Liu2, Jialei Zhan3

  • 1School of Nursing, Changchun University of Chinese Medicine, Jilin, China.

Frontiers in medicine
|September 24, 2025
PubMed
概括

这项研究介绍了DWAM-MSFINET,这是一种用于强大的医疗图像分类的新型深度神经网络. 它实现了高精度和快速推断,改善了临床环境中的自动诊断.

关键词:
适应性特征表示的适应性特征表示.深度神经网络是一个神经网络.双重注意力机制是什么损伤的识别 损伤的识别医学图像分类 医学图像分类多级特征聚变的多级特征聚变

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Diabetic Retinopathy01:27

Diabetic Retinopathy

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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