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在苏格兰查计划中,使用视网膜图像的深度学习预测视网膜病变的进展

Joseph Mellor1, Wenhua Jiang2, Alan Fleming3

  • 1Usher Institute, The University of Edinburgh, Edinburgh, UK joe.mellor@ed.ac.uk.

The British journal of ophthalmology
|February 5, 2024
PubMed
概括

与目前的分级相比,对视网膜图像应用的深度学习 (DL) 显著改善了可引用糖尿病视网膜病变 (DR) 的预测. 这一进步可以优化查间隔,减少患者等待DR的时间.

关键词:
流行病学 流行病学

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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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