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增强的糖尿病视网膜病变检测:一种可解释的半监督方法,使用对比学习.

Rashid Ali, Fiaz Gul Khan, Zia Ur Rehman

    IEEE journal of biomedical and health informatics
    |March 17, 2025
    PubMed
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    这项研究引入了一种新的半监督学习方法,用于检测糖尿病视网膜病变 (DR). 该方法有效地使用未标记和不可靠的数据来提高对这种导致失明的主要原因的诊断准确度.

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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...