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通过 fundus 图像检测糖尿病视网膜病变:从病变分级到细分的广泛调查

Anjali Gautam1, Ravi Shanker2

  • 1Computer Vision and Biometrics Laboratory, Department of Information Technology, Indian Institute of Information Technology, Allahabad, Prayagraj, Uttar Pradesh, India.

Computers in biology and medicine
|July 19, 2025
PubMed
概括

从视网膜图像进行糖尿病视网膜病变 (DR) 诊断至关重要. 本综述调查了DR分级和病变细分的传统和深度学习方法,突出了数据集和AI挑战.

关键词:
分类 分类 分类 分类.深度学习是一种深度学习.糖尿病视网膜病变 - 糖尿病视网膜病变机器学习是机器学习.分段化 分段化 分段化 分段化

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Diabetic Retinopathy01:27

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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...