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示踪实验中的可识别性。

Identifiability in tracer experiments.

作者信息

Cobelli C, Lepschy A, Jacur G R

出版信息

Fed Proc. 1980 Jan;39(1):91-6.

PMID:7351249
Abstract

The paper deals with structural identifiability of compartmental systems via tracer experiments, i.e., with the problem of stating a priori whether a planned input-output identification experiment allows the estimation of all unknown parameters of a compartmental system. Compartmental models and tracer experiments are briefly reviewed. A formal definition of structural identifiability is given on the basis of system theory concepts. A structural identifiability test is presented and necessary conditions are given which can be tested on the compartmental diagram, without writing the symbolic expressions of the input-output relationships. Three examples are presented; the first two show how to practically employ the suggested rules, while the third one refers to a pharmacokinetic model.

摘要

本文通过示踪实验研究房室系统的结构可识别性,即预先说明一个计划的输入-输出识别实验是否允许估计房室系统的所有未知参数的问题。简要回顾了房室模型和示踪实验。基于系统理论概念给出了结构可识别性的形式化定义。提出了一种结构可识别性测试方法,并给出了可以在房室图上进行测试的必要条件,而无需写出输入-输出关系的符号表达式。给出了三个例子;前两个展示了如何实际应用所建议的规则,而第三个涉及一个药代动力学模型。

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