首页> 外国专利> Method of assessing risk of progression of disease patients with rheumatoid arthritis

Method of assessing risk of progression of disease patients with rheumatoid arthritis

机译:评估类风湿关节炎患者疾病进展风险的方法

摘要

An in vitro method to aid in the assessment of risk of disease progression for a patient with rheumatoid arthritis (RA), the method comprising the steps of: a) measuring in a fluid sample the concentration of both the C reactive protein (CRP ) such as interleukin-6, and optionally one or more other markers, b) mathematically combining measured in step a) and c values) correlating the combined value determined in step b) with the risk of disease progression in said method of mathematical combination of the values ​​in step (b) is selected from AD (ie, linear discriminant analysis, quadratic, regularized), methods core (i.e. SVM), nonparametric methods (i.e. nearest neighbor classifiers k), CMP (partial least squares), tree-based methods (i.e. logic regression, CART, random forest methods, methods of "boosting") or general linear models hoisted (ie, logistic regression).
机译:一种有助于评估类风湿关节炎(RA)患者疾病进展风险的体外方法,该方法包括以下步骤:a)在流体样品中测量两种C反应蛋白(CRP)的浓度,例如作为白介素-6以及任选的一种或多种其他标志物,b)在步骤a)和c中测量得到的值的数学组合,将所述步骤b)中确定的组合值与疾病进展的风险相关联,所述值通过所述方法进行数值组合步骤(b)选自AD(即线性判别分析,二次方,正则化),方法核心(即SVM),非参数方法(即最近邻分类器k),CMP(偏最小二乘),基于树的方法方法(即逻辑回归,CART,随机森林方法,“增强”方法)或常规的线性模型(即逻辑回归)。

著录项

相似文献

  • 专利
  • 外文文献
  • 中文文献
获取专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号