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首页> 外文期刊>Biomedical Optics Express >Accuracy of oxygen saturation and total hemoglobin estimates in the neonatal brain using the semi-infinite slab model for FD-NIRS data analysis
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Accuracy of oxygen saturation and total hemoglobin estimates in the neonatal brain using the semi-infinite slab model for FD-NIRS data analysis

机译:使用半无限平板模型进行FD-NIRS数据分析的新生儿脑中氧饱和度和总血红蛋白估计值的准确性

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Frequency domain near-infrared spectroscopy (FD-NIRS) is a non-invasive method for measuring optical absorption in the brain. Common data analysis procedures for FD-NIRS data assume the head is a semi-infinite, homogenous medium. This assumption introduces bias in estimates of absorption (μa), scattering (μ′s), tissue oxygen saturation (StO2), and total hemoglobin (HbT). Previous works have investigated the accuracy of recovered μa values under this assumption. The purpose of this study was to examine the accuracy of recovered StO2 and HbT values in FD-NIRS measurements of the neonatal brain. We used Monte Carlo methods to compute light propagation through a neonate head model in order to simulate FD-NIRS measurements at 690 nm and 830 nm. We recovered μa, μ′s, StO2, and HbT using common analysis procedures that assume a semi-infinite, homogenous medium and compared the recovered values to simulated values. Additionally, we characterized the effects of curvature via simulations on homogenous spheres of varying radius. Lastly, we investigated the effects of varying amounts of extra-axial fluid. Curvature induced underestimation of μa, μ′s, and HbT, but had minimal effects on StO2. For the morphologically normal neonate head model, the mean absolute percent errors (MAPE) of recovered μa values were 12% and 7% for 690 nm and 830 nm, respectively, when source-detector separation was at least 20 mm. The MAPE for recovered StO2 and HbT were 6% and 9%, respectively. Larger relative errors were observed (∼20–30%), especially as StO2 and HbT deviated from normal values. Excess CSF around the brain caused very large errors in μa, μ′s, and HbT, but had little effect on StO2.
机译:频域近红外光谱(FD-NIRS)是一种用于测量大脑中光吸收的非侵入性方法。 FD-NIRS数据的常见数据分析过程假定磁头是半无限均匀的介质。该假设在吸收率(μa),散射(μ's),组织氧饱和度(StO2)和总血红蛋白(HbT)的估计中引入了偏差。在此假设下,以前的工作已经研究了恢复的μa值的准确性。这项研究的目的是检查新生儿大脑FD-NIRS测量中恢复的StO2和HbT值的准确性。为了模拟在690 nm和830 nm的FD-NIRS测量,我们使用了蒙特卡洛方法来计算通过新生儿头部模型的光传播。我们使用假定为半无限均匀介质的常见分析程序回收了μa,μ's,StO2和HbT,并将回收的值与模拟值进行了比较。此外,我们通过对不同半径的均匀球体进行仿真来表征曲率的影响。最后,我们研究了不同量的轴外流体的影响。曲率引起对μa,μ's和HbT的低估,但对StO2的影响最小。对于形态正常的新生儿头部模型,当源-检测器之间的距离至少为20 mm时,恢复的μa值的平均绝对百分比误差(MAPE)对于690 nm和830 nm分别为12%和7%。回收的StO2和HbT的MAPE分别为6%和9%。观察到较大的相对误差(约20–30%),尤其是当StO2和HbT偏离正常值时。大脑周围过多的CSF导致μa,μ's和HbT的误差很大,但对StO2的影响很小。

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