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基于CT的机器学习放射学分析来诊断甲状腺功能障碍视觉神经病变

Lan Ma1, Xue Jiang1, Xuan Yang1

  • 1Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Science Key Lab, Capital Medical University, Beijing, China.

Seminars in ophthalmology
|February 19, 2025
PubMed
概括

这项研究开发了基于CT的机器学习放射学模型,用于诊断脱甲状腺视神经病变 (DON). 这些模型显示出出色的诊断能力,可能提高了DON诊断的便利性.

关键词:
计算机断层扫描 (CT) 是一种计算机断层扫描.甲状腺失调视神经病变是一种视觉神经病变.机器学习是机器学习.无线电学 (radiomics) 是一种无线电学.甲状腺眼睛疾病 甲状腺眼睛疾病

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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...