Institute of Radiology, University Hospital Erlangen, Erlangen, Germany.
Joint Department of Physics, The Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London, United Kingdom.
Magn Reson Med. 2021 Apr;85(4):2095-2108. doi: 10.1002/mrm.28582. Epub 2020 Nov 17.
To find an optimized b-value distribution for reproducible triexponential intravoxel incoherent motion (IVIM) exams in the liver.
A numeric optimization of b-value distributions was performed using the triexponential IVIM equation and 27 different IVIM parameter sets. Starting with an initially optimized distribution of 6 b-values, the number of b-values was increased stepwise. Each new b-value was chosen from a set of 64 predefined b-values based on the computed summed relative mean error of the fitted triexponential IVIM parameters. This process was repeated for up to 100 b-values. In simulations and in vivo measurements, optimized b-value distributions were compared to 4 representative distributions found in literature.
The first 16 optimized b-values were 0, 0.3, 0.3, 70, 200, 800, 70, 1, 3.5, 5, 70, 1.2, 6, 45, 1.5, and 60 in units of s/mm . Low b-values were much more frequent than high b-values. The optimized b-value distribution resulted in a higher fit stability compared to distributions used in literature in both, simulation and in vivo measurements. Using more than 6 b-values, ideally 16 or more, increased the fit stability considerably.
Using optimized b-values, the fit uncertainty in triexponential IVIM can be largely reduced. Ideally, 16 or more b-values should be acquired.
找到一种优化的肝脏三指数体素内不相干运动(IVIM)检查的可重复性 b 值分布。
使用三指数 IVIM 方程和 27 种不同的 IVIM 参数集对 b 值分布进行数值优化。从最初优化的 6 个 b 值分布开始,逐步增加 b 值的数量。每个新的 b 值都是根据拟合三指数 IVIM 参数的计算总和相对平均误差,从一组 64 个预定义的 b 值中选择的。这个过程最多重复 100 次 b 值。在模拟和体内测量中,将优化的 b 值分布与文献中发现的 4 种代表性分布进行比较。
前 16 个优化的 b 值是 0、0.3、0.3、70、200、800、70、1、3.5、5、70、1.2、6、45、1.5 和 60,单位为 s/mm。低值比高值更常见。与文献中使用的分布相比,优化的 b 值分布在模拟和体内测量中都能提高拟合稳定性。使用超过 6 个 b 值,理想情况下使用 16 个或更多的 b 值,可以大大提高拟合稳定性。
使用优化的 b 值可以大大降低三指数 IVIM 的拟合不确定性。理想情况下,应采集 16 个或更多的 b 值。