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Motion Compensated Reconstructions of Calcified Coronary Plaques in Cardiac CT

机译:心脏CT钙化冠状动脉斑块的运动补偿重建

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In order to obtain motion-compensated reconstructions of calcified coronary plaques in cardiac CT, the dynamic trajectory of the plaque must be known rather accurately. The purpose of this study is to evaluate whether the dynamic trajectories of a plaque extracted from reconstructions provided by a previously developed tracking algorithm can be used for obtaining motion-compensated reconstructions of this plaque. A single projection dataset of the modified FORBILD phantom containing a calcified plaque undergoing continuous periodic motion was acquired with a gantry rotation time of 0.4 s and a heart rate of 90 bpm. Three sets of phase-correlated 4D ROI images centered on the calcified plaque (labeled G1, G2, and G3) were obtained from this dataset by varying the numbers of data segments used for cardiac gating (N = 1, 2, 3) during the reconstruction steps of the tracking algorithm. Dynamic trajectories from each of these datasets were calculated from edge-based segmentations of these datasets. When compared to the true trajectory (labeled T), root-mean-square (RMS) values of position for trajectories Gl, G2, and G3 were 1.473 mm, 1.166 mm, and 0.736 mm, respectively. Trajectories Gl, G2, G3, and T then were used to obtain motion-compensated reconstructions MCI, MC2, MC3, and MCT, respectively, at 6.25 ms time intervals over 2 cardiac cycles. The areas (number of pixels) of the plaque then were measured at all time intervals for each set of reconstructions. When compared against areas obtained for MCT, RMS values of areas for reconstructions MCI, MC2, and MC3 were 26.888, 12.384, and 4.837, respectively. On visual inspection, MC3 also exhibited the least motion artifacts at most time intervals.
机译:为了在心脏CT中获得钙化冠状动脉斑块的运动补偿重建,必须相当准确地知道斑块的动态轨迹。这项研究的目的是评估从以前开发的跟踪算法提供的重建中提取的斑块的动态轨迹是否可用于获得该斑块的运动补偿重建。以0.4 s的门架旋转时间和90 bpm的心率获取包含经过连续周期性运动的钙化斑块的改良FORBILD体模的单个投影数据集。从该数据集中通过改变心电门控期间用于心脏门控的数据段数(N = 1、2、3),获得了三组与相位相关的4D ROI图像,它们集中在钙化斑块上(标记为G1,G2和G3)。跟踪算法的重建步骤。从这些数据集中基于边缘的分割中计算出这些数据集中每个的动态轨迹。当与真实轨迹(标记为T)比较时,轨迹G1,G2和G3的位置的均方根(RMS)值分别为1.473mm,1.166mm和0.736mm。然后,轨迹G1,G2,G3和T分别用于在两个心动周期上以6.25ms的时间间隔分别获得运动补偿的重建MCI,MC2,MC3和MCT。然后,对于每组重建,在所有时间间隔测量斑的面积(像素数)。与针对MCT获得的面积进行比较时,重建MCI,MC2和MC3的面积RMS值分别为26.888、12.384和4.837。通过目视检查,MC3在大多数时间间隔内也显示出最少的运动伪影。

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