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使用视觉转换器从视网膜OCT图像中自动分类胆道新血管化,糖尿病黄斑胀和德鲁森:一项比较研究

Said Akça1, Zeynep Garip1, Ekin Ekinci2

  • 1Department of Computer Engineering, Sakarya University of Applied Sciences, Sakarya, Turkey.

Lasers in medical science
|May 26, 2024
PubMed
概括

视觉转换器 (ViT) 算法从OCT图像中准确地检测视网膜疾病,如AMD和DME. 移动ViT实现了最高的准确性 (99.17%),证明了ViT的准确性.

关键词:
分类 分类 分类 分类.诊断 诊断 诊断 诊断 诊断其他国家和地区.视网膜疾病 视网膜疾病变压器变压器变压器这就是VIT VIT.

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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...