Zhao C, Vassiljev N, Konstantinidis A C, Speller R D, Kanicki J
Department of Electrical Engineering and Computer Science, Solid-State Electronics Laboratory, University of Michigan, Ann Arbor, MI 48105, United States of America.
Phys Med Biol. 2017 Mar 7;62(5):1994-2017. doi: 10.1088/1361-6560/aa586c. Epub 2017 Jan 10.
High-resolution, low-noise x-ray detectors based on the complementary metal-oxide-semiconductor (CMOS) active pixel sensor (APS) technology have been developed and proposed for digital breast tomosynthesis (DBT). In this study, we evaluated the three-dimensional (3D) imaging performance of a 50 µm pixel pitch CMOS APS x-ray detector named DynAMITe (Dynamic Range Adjustable for Medical Imaging Technology). The two-dimensional (2D) angle-dependent modulation transfer function (MTF), normalized noise power spectrum (NNPS), and detective quantum efficiency (DQE) were experimentally characterized and modeled using the cascaded system analysis at oblique incident angles up to 30°. The cascaded system model was extended to the 3D spatial frequency space in combination with the filtered back-projection (FBP) reconstruction method to calculate the 3D and in-plane MTF, NNPS and DQE parameters. The results demonstrate that the beam obliquity blurs the 2D MTF and DQE in the high spatial frequency range. However, this effect can be eliminated after FBP image reconstruction. In addition, impacts of the image acquisition geometry and detector parameters were evaluated using the 3D cascaded system analysis for DBT. The result shows that a wider projection angle range (e.g. ±30°) improves the low spatial frequency (below 5 mm) performance of the CMOS APS detector. In addition, to maintain a high spatial resolution for DBT, a focal spot size of smaller than 0.3 mm should be used. Theoretical analysis suggests that a pixelated scintillator in combination with the 50 µm pixel pitch CMOS APS detector could further improve the 3D image resolution. Finally, the 3D imaging performance of the CMOS APS and an indirect amorphous silicon (a-Si:H) thin-film transistor (TFT) passive pixel sensor (PPS) detector was simulated and compared.
基于互补金属氧化物半导体(CMOS)有源像素传感器(APS)技术的高分辨率、低噪声X射线探测器已被开发并应用于数字乳腺断层合成(DBT)。在本研究中,我们评估了一款名为DynAMITe(用于医学成像技术的动态范围可调)的像素间距为50µm的CMOS APS X射线探测器的三维(3D)成像性能。通过级联系统分析,在高达30°的斜入射角下,对二维(2D)角度相关调制传递函数(MTF)、归一化噪声功率谱(NNPS)和探测量子效率(DQE)进行了实验表征和建模。将级联系统模型与滤波反投影(FBP)重建方法相结合,扩展到三维空间频率空间,以计算三维和面内MTF、NNPS和DQE参数。结果表明,光束倾斜会在高空间频率范围内使二维MTF和DQE模糊。然而,这种影响在FBP图像重建后可以消除。此外,使用用于DBT的三维级联系统分析评估了图像采集几何结构和探测器参数的影响。结果表明,更宽的投影角度范围(例如±30°)可提高CMOS APS探测器的低空间频率(低于5mm)性能。此外,为了在DBT中保持高空间分辨率,应使用小于0.3mm的焦点尺寸。理论分析表明,像素化闪烁体与像素间距为50µm的CMOS APS探测器相结合可以进一步提高三维图像分辨率。最后,对CMOS APS和间接非晶硅(a-Si:H)薄膜晶体管(TFT)无源像素传感器(PPS)探测器的三维成像性能进行了模拟和比较。