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HHO优化支向量机分类器用于传统中医综合征的区分 糖尿病视网膜病变

Li Xiao1, Cheng-Wu Wang2, Ying Deng3

  • 1School of Chinese Medicine, Hunan University of Chinese Medicine, Changsha 410208, Hunan Province, China.

International journal of ophthalmology
|June 19, 2024
PubMed
概括

优化的机器学习算法,包括哈里斯优化 (HHO) 和遗传算法 (GA),显著提高了传统中医 (TCM) 综合征差异化对糖尿病视网膜病变 (DR) 的准确性. 这为智能TCM诊断提供了一种新方法.

关键词:
哈里斯优化 哈里斯优化支持向量机器 支持向量机器糖尿病视网膜病变 糖尿病视网膜病变综合征分化的综合征传统的中国医药传统的中国医药.

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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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