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METHOD FOR ESTIMATING PHARMACOKINETIC PARAMETER AND ESTIMATION PROGRAM OF PHARMACOKINETIC PARAMETER

机译:药代动力学参数的估计方法和药代动力学参数的估计程序

摘要

PROBLEM TO BE SOLVED: To provide a method capable of estimating a pharmacokinetic parameter while suppressing the possibility of divergence regardless of the number of pharmacokinetic parameters to be estimated.SOLUTION: The method for estimating a pharmacokinetic parameter xfrom the concentration of a drug in blood of a patient and is executed by a CPU of an electronic computer. The CPU selects a maximum likelihood method or Bayesian estimation as a method for estimating the pharmacokinetic parameter xon the basis of input data or the like in a data input screen 31. The CPU executes two-stage partial differentiation of a function s(x) of a vector x=(x, x, ..., x)of the pharmacokinetic parameter xbeing a basic formula of the maximum likelihood method or the Bayesian estimation, applies a modified Levenberg-Marquardt method to an approximate expression obtained by eliminating a term of the two-stage partial differentiation by the same pharmacokinetic parameter xfrom an expression obtained by the two-stage partial differentiation, and calculates a vector x to minimize the function s(x) to thereby estimate the pharmacokinetic parameter x.
机译:解决的问题:提供一种能够在不考虑要估计的药代动力学参数的数目的情况下,在抑制发散的可能性的同时估计药代动力学参数的方法。解决方案:从血液中药物浓度估算药代动力学参数x的方法病人并由电子计算机的CPU执行。 CPU根据数据输入画面31中的输入数据等,选择最大似然法或贝叶斯估计法作为用于估计药代动力学参数x的方法。CPU执行函数s(x)的两阶段偏微分。作为最大似然法或贝叶斯估计的基本公式的药代动力学参数x的向量x =(x,x,...,x),将改进的Levenberg-Marquardt方法应用于通过消除以下项获得的近似表达式根据通过两阶段偏微分获得的表达式,通过相同的药代动力学参数x进行两阶段偏微分,并计算向量x以使函数s(x)最小化,从而估算出药物动力学参数x。

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