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Optimization of paediatric CT examinations - An approach to minimize absorbed dose to patients with regard to image quality and observer variability

机译:儿科CT检查的优化 - 在图像质量和观察者变异性方面最小化患者吸收剂量的方法

摘要

The absorbed dose to paediatric patients is important bearing in mind the increased risk of radiation-induced cancer due to exposure to X-rays at young ages. Questions have also been raised of whether a CT examination of the paediatric brain might lead to a reduction in cognitive function. Considering the difference in anatomy and thus in X-ray attenuation, children have a special need in CT image quality and require separate scanning protocols and thus separate optimization from adults.The overall aim of the work described in this thesis was to find an optimization approach to minimize the absorbed dose to paediatric patients undergoing CT examinations, while maintaining the diagnostic image quality and taking into account observer variability. In a first study, the effect of reducing the tube current on the diagnostic image quality was evaluated for paediatric cerebral CT examinations using the non-parametric statistical method of inter-scale concordance. The observer variability was evaluated by means of Svensson’s method in a second study. The approaches in these two studies were then combined in a third study to optimize the noise index in abdominal paediatric CT examinations. The aim of the fourth study was to estimate the variability in the results when using inter-scale concordance. A post-processing 2D adaptive filter, claiming to enable reductions in radiation exposure, was investigated in the third study, and in a separate fifth study.Artificial noise was added to copies of raw data of paediatric CT examinations in order to simulate a reduction in radiation exposure without having to expose paediatric patients to further scans. When the adaptive filter was tested, all images were created in duplicate: one set being post-processed. All images, including the images duplicated for test-retest assessments were evaluated blindly and randomly by three (two in one study) observers using a software viewing station. The radiologists assessed the image quality visually by grading the reproduction of high- and low-contrast structures and overall image quality on a 4-point rating scale. For the cerebral CT examinations reductions in radiation exposure were possible for patients 1 to 10 years old. It was possible to further reduce the radiation exposure for shunt-treated patients. The original image quality for patients under 6 months of age was found to be inadequate. Noise index 11 was sufficient for a routine abdominal examination for patients aged 6 to 10 years, noise index 12 was considered sufficient for patients aged 11 to 15 years. The variability in results was less than 20 % between two cerebral studies regarding routine CT examinations. The post-processing filter enabled reductions in radiation exposure of approximately 15 % for some age groups.The approach used in this work enabled the inter-scale relations between radiation exposure and diagnostic image quality to be determined for paediatric cerebral and abdominal CT examinations. Observer variability was also evaluated and a minimum radiation exposure to paediatric patients was suggested. Applying the approach to post-processed images indicated a possible reduction in radiation exposure to paediatric patients.
机译:考虑到由于年轻时暴露于X射线而导致放射诱发的癌症的风险增加,对小儿患者的吸收剂量很重要。还提出了有关小儿脑部CT检查是否可能导致认知功能下降的问题。考虑到解剖结构以及X射线衰减的差异,儿童对CT图像质量有特殊需求,需要单独的扫描协议,因此需要与成人分开进行优化。本文所描述的工作的总体目的是寻找一种优化方法尽量减少接受CT检查的儿科患者的吸收剂量,同时保持诊断图像质量并考虑观察者的差异。在第一项研究中,使用尺度间一致性的非参数统计方法,对儿科脑CT检查评估了降低管电流对诊断图像质量的影响。在第二项研究中,通过Svensson方法评估了观察者的变异性。然后将这两项研究中的方法合并到第三项研究中,以优化腹部儿科CT检查中的噪声指数。第四项研究的目的是评估使用尺度间一致性时结果的可变性。在第三项研究中以及在另一项第五项研究中,对声称能够减少辐射暴露的后处理2D自适应滤波器进行了研究,在小儿CT检查原始数据的副本中添加了人工噪声,以模拟减少噪声的方法。放射线照射,而无需让儿科患者进一步扫描。测试自适应滤镜时,所有图像均重复创建:一组经过后期处理。所有图像,包括为进行测试-再测试评估而复制的图像,均由三名(二合一研究)观察者使用软件观察站进行了盲目和随机评估。放射科医生通过对高对比度和低对比度结构的再现程度以及整体图像质量进行4点等级评定,从视觉上评估图像质量。对于脑部CT检查,可能会降低1至10岁患者的放射线照射量。有可能进一步减少分流治疗患者的辐射暴露。发现6个月以下患者的原始图像质量不佳。噪声指数11足以对6至10岁的患者进行常规腹部检查,噪声指数12被认为对于11至15岁的患者就足够了。在两次常规CT检查的大脑研究之间,结果差异小于20%。后处理过滤器使某些年龄组的放射线照射量减少了约15%。这项工作采用的方法可以确定儿科脑和腹部CT检查的放射线照射量与诊断图像质量之间的比例关系。还评估了观察者的变异性,并建议对儿科患者的最低放射线暴露量。将这种方法应用于后处理图像表明,对儿科患者的放射线照射可能会减少。

著录项

  • 作者

    Ledenius Kerstin;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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