Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau SAR, China.
Russell H Morgan Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, MD, USA.
Med Phys. 2019 Jun;46(6):2621-2628. doi: 10.1002/mp.13513. Epub 2019 Apr 22.
Respiratory gated four-dimensional (4D) single photon emission computed tomography (SPECT) with phase-matched CT reduces respiratory blurring and attenuation correction (AC) artifacts in cardiac SPECT. This study aims to develop and investigate the effectiveness of an interpolated CT (ICT) method for improved cardiac SPECT AC using simulations.
We used the 4D XCAT phantom to simulate a population of ten patients varied in gender, anatomy, Tc-sestamibi distribution, respiratory patterns, and disease states. Simulated 120 SPECT projection data were rebinned into six equal count gates. Activity and attenuation maps in each gate were averaged as gated SPECT and CT (GCT). Three helical CTs were simulated at end-inspiration (HCT-IN), end-expiration (HCT-EX), and mid-respiration (HCT-MID). The ICTs were obtained from HCT-EX and HCT-IN using the motion vector field generated between them from affine plus b-spline registration. Projections were reconstructed by OS-EM method, using GCT, ICT, and three HCTs for AC. Reconstructed images of each gate were registered to end-expiration and averaged to generate the polar plots. Relative difference for each segment and relative defect size were computed using images of GCT AC as reference.
The average of maximum relative difference through ten phantoms was 7.93 ± 4.71%, 2.50 ± 0.98%, 3.58 ± 0.74%, and 2.14 ± 0.56% for noisy HCT-IN, HCT-MID, HCT-EX, and ICT AC data, respectively. The ICT showed closest defect size to GCT while the differences from HCTs can be over 40%.
We conclude that the performance of ICT is similar to GCT. It improves the image quality and quantitative accuracy for respiratory-gated cardiac SPECT as compared to conventional HCT, while it can potentially further reduce the radiation dose of GCT.
呼吸门控四维(4D)单光子发射计算机断层扫描(SPECT)与相位匹配 CT 相结合可减少心脏 SPECT 中的呼吸模糊和衰减校正(AC)伪影。本研究旨在开发和研究一种插值 CT(ICT)方法,通过模拟提高心脏 SPECT AC 的效果。
我们使用 4D XCAT 体模模拟了十种不同性别、解剖结构、Tc-sestamibi 分布、呼吸模式和疾病状态的患者群体。模拟的 120 个 SPECT 投影数据被重新划分为六个相等的计数门。每个门中的活动和衰减图平均作为门控 SPECT 和 CT(GCT)。模拟了三个吸气末(HCT-IN)、呼气末(HCT-EX)和呼吸中期(HCT-MID)的螺旋 CT。ICT 是从 HCT-EX 和 HCT-IN 之间的运动矢量场中使用仿射加样条配准生成的。使用 GCT、ICT 和三个 HCT 进行 AC,通过 OS-EM 方法重建投影。将门控图像注册到呼气末并平均生成极坐标图。使用 GCT AC 图像作为参考,计算每个门的每个段的相对差异和相对缺陷大小。
十个体模的最大相对差异平均值分别为 7.93±4.71%、2.50±0.98%、3.58±0.74%和 2.14±0.56%,用于噪声 HCT-IN、HCT-MID、HCT-EX 和 ICT AC 数据。ICT 显示的缺陷大小最接近 GCT,而与 HCT 的差异可能超过 40%。
我们得出结论,ICT 的性能与 GCT 相似。与传统的 HCT 相比,它可改善呼吸门控心脏 SPECT 的图像质量和定量准确性,同时有可能进一步降低 GCT 的辐射剂量。