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深度学习的应用,分类和检测与年龄相关的黄斑退化在光学连贯性断层扫描成像:一篇评论

Neslihan Dilruba Koseoglu1, Andrzej Grzybowski2, T Y Alvin Liu3

  • 1Wilmer Eye Institute, Johns Hopkins University, 600 N. Wolfe St., Maumenee 726, Baltimore, MD, 21287, USA.

Ophthalmology and therapy
|July 26, 2023
PubMed
概括

深度学习 (DL) 模型显示,使用光学连贯断层扫描 (OCT) 扫描对与年龄相关的黄斑变性 (AMD) 进行分类和检测具有前途. 本综述总结了DL在AMD诊断和管理中的应用.

关键词:
与年龄相关的黄斑变性.分类 分类 分类 分类.深度学习是一种深度学习.光学连贯性断层扫描仪预测 预测 预测

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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...