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An efficient method for calculating kinetic parameters in a dual-input single-compartment model.

机译:一种在双输入单室模型中计算动力学参数的有效方法。

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摘要

Quantitative measurement of hepatic perfusion has the potential to provide important information in the assessment and management of various liver diseases. The utility of hepatic perfusion characterization relies on the resolution of each component of its dual blood supply, i.e. the hepatic artery and portal vein. In this study, a linear equation was derived by integrating the differential equation describing the kinetic behaviour of contrast agent (CA) in a dual-input single-compartment model, from which the kinetic parameters can be easily obtained using the linear least-squares method. The usefulness of this method was investigated using computer simulations, in comparison with the non-linear least-squares (NLSQ) method. This method calculated the kinetic parameters faster than the NLSQ method by a factor of approximately 10, with almost the same accuracy as the NLSQ method. This method will be useful for analysing the kinetic behaviour of CA in the unique liver environment, especially by generating the functional images of kinetic parameters.
机译:肝灌注的定量测量有可能为评估和管理各种肝病提供重要信息。肝灌注表征的实用性取决于其双重血液供应的每个组成部分,即肝动脉和门静脉的分辨率。在这项研究中,通过将描述造影剂(CA)动力学行为的微分方程集成到双输入单室模型中,得出了线性方程,可以使用线性最小二乘法轻松获得动力学参数。 。与非线性最小二乘(NLSQ)方法相比,使用计算机模拟研究了该方法的有效性。与NLSQ方法相比,此方法计算动力学参数的速度比NLSQ方法快约10倍,而精度几乎与NLSQ方法相同。该方法将有助于分析CA在独特肝脏环境中的动力学行为,特别是通过生成动力学参数的功能图像。

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