IEEE Trans Med Imaging. 2020 Nov;39(11):3278-3289. doi: 10.1109/TMI.2020.2990347. Epub 2020 Oct 28.
When more than two elemental materials are present in a given object, material quantification may not be robust and accurate when the routine two-material decomposition scheme in current dual energy CT imaging is employed. In this work, we present an innovative scheme to accomplish accurate three-material decomposition with measurements from a dual energy differential phase contrast CT (DE-DPC-CT) acquisition. A DE-DPC-CT system was constructed using a grating interferometer and a photon counting CT imaging system with two energy bins. The DE-DPC-CT system can simultaneously measure both the imaginary and the real part of the complex refractive index to enable a three-material decomposition. Physical phantom with 21 material inserts were constructed and measured using DE-DPC-CT system. Results demonstrated excellent accuracy in elemental material quantification. For example, relative root-mean-square errors of 4.5% for calcium and 5.2% for iodine were achieved using the proposed three-material decomposition scheme. Biological tissues with iodine inserts were used to demonstrate the potential utility of the proposed spectral CT imaging method. Experimental results showed that the proposed method correctly differentiates the bony structure, iodine, and the soft tissue in the biological specimen samples. A triple spectra CT scan was also performed to benchmark the performance of the DE-DPC-CT scan. Results demonstrated that the material decomposition from the DE-DPC-CT has a much lower quantification noise than that from the triple spectra CT scan.
当给定物体中存在两种以上的元素材料时,如果使用当前双能 CT 成像中的常规两物质分解方案,物质定量可能不够稳健和准确。在这项工作中,我们提出了一种创新方案,通过双能差分相位对比 CT(DE-DPC-CT)采集来实现准确的三物质分解。我们使用光栅干涉仪和具有两个能量-bin 的光子计数 CT 成像系统构建了一个 DE-DPC-CT 系统。该 DE-DPC-CT 系统可以同时测量复折射率的虚部和实部,从而实现三物质分解。使用 DE-DPC-CT 系统构建并测量了具有 21 种材料插入物的物理体模。结果证明了元素材料定量的出色准确性。例如,使用所提出的三物质分解方案,钙和碘的相对均方根误差分别达到了 4.5%和 5.2%。使用具有碘插入物的生物组织证明了所提出的光谱 CT 成像方法的潜在效用。实验结果表明,该方法可以正确区分生物样本中的骨性结构、碘和软组织。还进行了三重谱 CT 扫描以基准 DE-DPC-CT 扫描的性能。结果表明,DE-DPC-CT 的材料分解比三重谱 CT 扫描具有更低的定量噪声。