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多模式深度转移学习预测抗VEGF治疗后视网膜静脉封闭斑点的复发

Laihe Zhang1,2, Ying Huang1,2, Jiaqin Chen1,2

  • 1The Affiliated Eye Hospital, Nanjing Medical University, Nanjing, China.

Heliyon
|April 24, 2024
PubMed
概括

一种新的多式深度转移学习 (DTL) 模型有效预测抗VEGF治疗后视网膜静脉封闭 (RVO) 和黄斑 (ME) 复发. 这种人工智能方法为患者后续管理提供了更高的准确性.

关键词:
深度转移学习是指深度转移学习.光学连贯性断层扫描血管图谱.视网膜静脉封闭 - 斑点,以及抗VEGF治疗.

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Diabetic Retinopathy01:27

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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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