Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA.
Varian Medical Systems, Palo Alto, CA, USA.
Med Phys. 2017 Sep;44(9):4847-4853. doi: 10.1002/mp.12422. Epub 2017 Aug 2.
We hypothesized that combining multiple amorphous silicon flat panel layers increases photon detection efficiency in an electronic portal imaging device (EPID), improving image quality and tracking accuracy of low-contrast targets during radiotherapy.
The prototype imager evaluated in this study contained four individually programmable layers each with a copper converter layer, Gd O S scintillator, and active-matrix flat panel imager (AMFPI). The imager was placed on a Varian TrueBeam linac and a Las Vegas phantom programmed with sinusoidal motion (peak-to-peak amplitude = 20 mm, period = 3.5 s) was imaged at a frame rate of 10 Hz with one to four layers activated. Number of visible circles and CNR of least visible circle (depth = 0.5 mm, diameter = 7 mm) was computed to assess the image quality of single and multiple layers. A previously validated tracking algorithm was employed for auto-tracking. Tracking error was defined as the difference between the programmed and tracked positions of the circle. Pearson correlation coefficient (R) of CNR and tracking errors was computed.
Motion-induced blurring significantly reduced circle visibility. During four cycles of phantom motion, the number of visible circles varied from 11-23, 13-24, 15-25, and 16-26 for one-, two-, three-, and four-layer imagers, respectively. Compared with using only a single layer, combining two, three, and four layers increased the median CNR by factors of 1.19, 1.42, and 1.71, respectively and reduced the average tracking error from 3.32 mm to 1.67 mm to 1.47 mm, and 0.74 mm, respectively. Significant correlations (P~10 ) were found between the tracking error and CNR.
Combination of four conventional EPID layers significantly improves the EPID image quality and tracking accuracy for a poorly visible object which is moving with a frequency and amplitude similar to respiratory motion.
我们假设在电子射野影像装置(EPID)中组合多个非晶硅平板层可以提高光子探测效率,从而提高放射治疗过程中低对比度目标的图像质量和跟踪精度。
本研究中评估的原型成像仪包含四个单独可编程的层,每个层都有一个铜转换器层、Gd O S 闪烁体和有源矩阵平板成像仪(AMFPI)。将成像仪放置在瓦里安 TrueBeam 直线加速器上,使用 Las Vegas 体模以 10 Hz 的帧率进行成像,体模具有正弦运动(峰峰值幅度=20 mm,周期=3.5 s),激活一层到四层。计算单层层数和多层数的可见圆圈数量和最小可见圆圈的对比度噪声比(深度=0.5 mm,直径=7 mm),以评估图像质量。使用经过验证的跟踪算法进行自动跟踪。跟踪误差定义为圆的程控位置与跟踪位置之间的差异。计算 CNR 和跟踪误差的 Pearson 相关系数(R)。
运动引起的模糊显著降低了圆圈的可见度。在四个体模运动周期中,单、双、三、四层成像仪的可见圆圈数量分别为 11-23、13-24、15-25 和 16-26。与仅使用单个层相比,组合使用两个、三个和四个层分别将 CNR 的中位数提高了 1.19、1.42 和 1.71 倍,将平均跟踪误差从 3.32mm 降低至 1.67mm、1.47mm 和 0.74mm。在跟踪误差和 CNR 之间发现了显著的相关性(P~10)。
组合使用四个传统的 EPID 层可显著提高 EPID 的图像质量和跟踪精度,对于频率和幅度与呼吸运动相似的低对比度运动物体尤其有效。