Speidel Michael A, Slagowski Jordan M, Dunkerley David A P, Wagner Martin, Funk Tobias, Raval Amish N
Dept. of Medical Physics, University of Wisconsin, Madison, WI, USA.
Dept. of Medicine, University of Wisconsin, Madison, WI, USA.
Proc SPIE Int Soc Opt Eng. 2017 Feb;10132. doi: 10.1117/12.2254400. Epub 2017 Mar 9.
The scanning-beam digital x-ray (SBDX) system is an inverse geometry x-ray fluoroscopy technology that performs real-time tomosynthesis at planes perpendicular to the source-detector axis. The live display is a composite image which portrays sharp features (e.g. coronary arteries) extracted from a 16 cm thick reconstruction volume. We present a method for automatically determining the position of the cardiac volume prior to acquisition of a coronary angiogram. In the algorithm, a single non-contrast frame is reconstructed over a 44 cm thickness using shift-and-add digital tomosynthesis. Gradient filtering is applied to each plane to emphasize features such as the cardiomediastinal contour, diaphragm, and lung texture, and then sharpness vs. plane position curves are generated. Three sharpness metrics were investigated: average gradient in the bright field, maximum gradient, and the number of normalized gradients exceeding 0.5. A model correlating the peak sharpness in a non-contrast frame and the midplane of the coronary arteries in a contrast-enhanced frame was established using 37 SBDX angiographic loops (64-136 kg human subjects, 0-30° cranial-caudal). The average gradient in the bright field (primarily lung) and the number of normalized gradients >0.5 each yielded peaks correlated to the coronary midplane. The rms deviation between the predicted and true midplane was 1.57 cm. For a 16 cm reconstruction volume and the 5.5-11.5 cm thick cardiac volumes in this study, midplane estimation errors of 2.25-5.25 cm were tolerable. Tomosynthesis-based localization of cardiac volume is feasible. This technique could be applied prior to coronary angiography, or to assist in isocentering the patient for rotational angiography.
扫描束数字X射线(SBDX)系统是一种反几何X射线荧光透视技术,可在垂直于源-探测器轴的平面上进行实时断层合成。实时显示的是一幅合成图像,它描绘了从16厘米厚的重建体积中提取的清晰特征(如冠状动脉)。我们提出了一种在冠状动脉造影采集之前自动确定心脏体积位置的方法。在该算法中,使用移位相加数字断层合成技术在44厘米厚度上重建单个非对比帧。对每个平面应用梯度滤波以突出诸如心纵隔轮廓、膈肌和肺纹理等特征,然后生成清晰度与平面位置曲线。研究了三种清晰度指标:亮场中的平均梯度、最大梯度以及超过0.5的归一化梯度数量。使用37个SBDX血管造影环(64 - 136千克人体受试者,头足方向0 - 30°)建立了一个将非对比帧中的峰值清晰度与对比增强帧中冠状动脉中平面相关联的模型。亮场中的平均梯度(主要是肺部)和超过0.5的归一化梯度数量各自产生了与冠状动脉中平面相关的峰值。预测中平面与真实中平面之间的均方根偏差为1.57厘米。对于本研究中的16厘米重建体积和5.5 - 11.5厘米厚的心脏体积,2.25 - 5.25厘米的中平面估计误差是可容忍的。基于断层合成的心脏体积定位是可行的。该技术可在冠状动脉造影之前应用,或用于协助患者在旋转血管造影时进行等中心定位。