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使用深度学习自动检测AMD和DME视网膜病理

Latifa Saidi1, Hajer Jomaa1, Haddad Zainab2

  • 1Laboratory of Biophysics and Medical Technologies, Higher Institute of Medical Technologies of Tunis, University of Tunis El Manar, Tunis, Tunisia.

International journal of biomedical imaging
|December 4, 2023
PubMed
概括

早期发现糖尿病黄斑 (DME) 和与年龄相关的黄斑退化 (AMD) 对于预防视力丧失至关重要. 我们的深度学习方法在使用OCT扫描检测这些眼睛疾病时达到99%以上的准确性.

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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...