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人工智能驱动的视网膜疾病的早期检测:糖尿病视网膜病变和超越的深度学习方法

Ali Basim Mahdi1, Zahraa A Mousa Al-Ibraheemi1, Zahraa Fadhil Kadhim1

  • 1Biomedical Engineering Department, Faculty of Engineering, University of Thi-Qar, Iraq.

International journal of biomedical imaging
|October 15, 2025
PubMed
概括

这项研究开发了一种人工智能模型,用于使用OCT图像早期检测视网膜疾病,达到94.2%的准确性. 这种深度学习方法有助于识别糖尿病黄斑 (DME) 和胆道新血管化 (CNV) 等疾病.

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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...