A combined analytical and Monte Carlo method for detailed simulations of antiscatter grids in x-ray medical imaging: implementing scatter within the grid

被引:2
作者
Massera, Rodrigo T. [1 ]
Bosmans, Hilde [1 ,2 ]
Rodriguez Perez, Sunay [2 ,3 ]
Marshall, Nicholas [1 ,2 ]
机构
[1] Katholieke Univ Leuven, Med Imaging Res Ctr, Med Phys & Qual Assessment, B-3000 Leuven, Belgium
[2] Univ Hosp Gasthuisberg, Dept Radiol, Herestr 49, B-3000 Leuven, Belgium
[3] SCK CEN, Belgian Nucl Res Ctr, NURA Res Grp, B-2400 Mol, Belgium
关键词
antiscatter grid; Monte Carlo simulation; x-ray imaging; DIGITAL MAMMOGRAPHY; DIAGNOSTIC-RADIOLOGY; RADIATION TRANSPORT; PERFORMANCE; OPTIMIZATION; RADIOGRAPHY; GEOMETRY; QUALITY; PATIENT; MODEL;
D O I
10.1088/1361-6560/ad2b93
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. To implement a hybrid method, which combines analytical tracking and interaction simulation using Monte Carlo (MC) techniques, in order to model photon transport inside antiscatter grids (ASG) for x-ray imaging. Approach. A new tally was developed for PENELOPE (v.2018) and penEasy (v. 2020) MC code to simulate photon transmission through ASGs. Two established analytical algorithms from the literature were implemented in this tally. In addition, a new hybrid method was introduced by extending one of the analytical algorithms to include photon-interactions inside the grid, while preserving the imaged grid structure. Calculations of primary ( T P ) , scatter ( T S ) , and total ( T T ) grid transmissions in addition to the Q factor (Q = T P 2 / T T ) were performed. The new tally was validated for a quadric geometry ASG, and experimental measurements with a PMMA phantom of several thicknesses. In addition, the contribution of the scatter inside the grid was studied for three interspace materials, and a high resolution image of the grid was simulated. Main results. An excellent agreement was found between the two analytical models compared with the quadric grid without scatter, and the hybrid method with the geometrical grid with scatter. Average deviations of 0.2% and 1.4% were found between T P and T S for the hybrid method and quadric grid, while for the hybrid method and experimental measurements these values were 1% and 20%. Antiscatter grids with aluminium as interspace material had the highest amount of scatter from inside the grid to the final image, followed up by paper fibre and air. The high resolution image of the grid was equivalent using the quadric geometry or the hybrid mode. Significance. The hybrid method provides a means of studying scattered radiation from the antiscatter grid with the advantage of higher performance, with results that are consistent with a full quadric geometry simulation of the ASG.
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页数:16
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