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The precision of pharmacokinetic parameters in dynamic contrast-enhanced magnetic resonance imaging: the effect of sampling frequency and duration.

机译:动态对比增强磁共振成像中药代动力学参数的精度:采样频率和持续时间的影响。

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摘要

Dynamic contrast-enhanced magnetic resonance imaging is increasingly applied for tumour diagnosis and early evaluation of therapeutic responses over time. However, the reliability of pharmacokinetic parameters derived from DCE-MRI is highly dependent on the experimental settings. In this study, the effect of sampling frequency (f(s)) and duration on the precision of pharmacokinetic parameters was evaluated based on system identification theory and computer simulations. Both theoretical analysis and simulations showed that a higher value of the pharmacokinetic parameter K(trans) required an increasing sampling frequency. For instance, for similar results, a relatively low f(s) of 0.2 Hz was sufficient for a low K(trans) of 0.1 min(1), compared to a high f(s) of 3 Hz for a high K(trans) of 0.5 min(1). For the parameter v(e), a decreasing value required a higher sampling frequency. A sampling frequency below 0.1 Hz systematically resulted in imprecise estimates for all parameters. For the K(trans) and v(e) parameters, the sampling duration should be above 2 min, but durations of more than 7 min do not further improve parameter estimates.
机译:随着时间的流逝,动态对比增强磁共振成像越来越多地用于肿瘤诊断和治疗反应的早期评估。但是,从DCE-MRI导出的药代动力学参数的可靠性高度依赖于实验设置。在这项研究中,基于系统识别理论和计算机仿真,评估了采样频率(f(s))和持续时间对药代动力学参数精度的影响。理论分析和模拟都表明,较高的药代动力学参数K(trans)要求增加采样频率。例如,对于类似的结果,相对于高的K(trans)的3 Hz的高f(s),相对于0.1 min(1)的低K(trans)的0.2 Hz的f(s)相对较低就足够了)的0.5分钟(1)。对于参数v(e),减小的值需要较高的采样频率。低于0.1 Hz的采样频率会系统地导致所有参数的估算不准确。对于K(trans)和v(e)参数,采样持续时间应在2分钟以上,但持续7分钟以上不会进一步改善参数估计。

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