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A breast-specific, negligible-dose scatter correction technique for dedicated cone-beam breast CT: A physics-based approach to improve Hounsfield Unit accuracy

机译:专用于锥形束胸部CT的针对乳房的,剂量可忽略不计的散射校正技术:一种基于物理学的方法来提高Hounsfield Unit的准确性

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The purpose of this research was to develop a method to correct the cupping artifact caused from x-ray scattering and to achieve consistent Hounsfield Unit (HU) values of breast tissues for a dedicated breast CT (bCT) system. The use of a beam passing array (BPA) composed of parallel-holes has been previously proposed for scatter correction in various imaging applications. In this study, we first verified the efficacy and accuracy using BPA to measure the scatter signal on a cone-beam bCT system. A systematic scatter correction approach was then developed by modeling the scatter-to-primary ratio (SPR) in projection images acquired with and without BPA. To quantitatively evaluate the improved accuracy of HU values, different breast tissue-equivalent phantoms were scanned and radially averaged HU profiles through reconstructed planes were evaluated. The dependency of the correction method on object size and number of projections was studied. A simplified application of the proposed method on five clinical patient scans was performed to demonstrate efficacy. For the typical 10-18 cm breast diameters seen in the bCT application, the proposed method can effectively correct for the cupping artifact and reduce the variation of HU values of breast equivalent material from 150 to 40 HU. The measured HU values of 100% glandular tissue, 50/50 glandular/adipose tissue, and 100% adipose tissue were approximately 46, -35, and -94, respectively. It was found that only six BPA projections were necessary to accurately implement this method, and the additional dose requirement is less than 1% of the exam dose. The proposed method can effectively correct for the cupping artifact caused from x-ray scattering and retain consistent HU values of breast tissues.
机译:这项研究的目的是开发一种方法来校正由X射线散射引起的拔罐伪影,并为专用的乳腺CT(bCT)系统获得一致的乳腺组织的Hounsfield单位(HU)值。先前已经提出使用由平行孔组成的光束通过阵列(BPA)来在各种成像应用中进行散射校正。在这项研究中,我们首先验证了使用BPA测量锥形束bCT系统上的散射信号的有效性和准确性。然后,通过对在使用和不使用BPA的情况下获得的投影图像中的散射与原始比率(SPR)进行建模,开发了系统的散射校正方法。为了定量评估HU值提高的准确性,对不同的乳房组织等效体模进行了扫描,并通过重建平面评估了径向平均的HU轮廓。研究了校正方法对物体尺寸和投影数量的依赖性。对该方法进行了简化应用,对五次临床患者扫描进行了验证。对于bCT应用中典型的10-18 cm乳房直径,该方法可以有效地矫正拔罐伪影,并将乳房当量材料的HU值变化从150 HU降低到40 HU。 100%的腺组织,50/50的腺/脂肪组织和100%的脂肪组织的HU值分别约为46,-35和-94。发现仅需要六个BPA投影即可准确实施此方法,并且额外的剂量要求小于检查剂量的1%。所提出的方法可以有效地校正由X射线散射引起的拔罐伪影,并保持一致的乳房组织HU值。

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