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首页> 外文期刊>Investigative radiology >Image subtraction facilitates assessment of volume and density change in ground-glass opacities in chest CT.
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Image subtraction facilitates assessment of volume and density change in ground-glass opacities in chest CT.

机译:图像减法有助于评估胸部CT中磨玻璃混浊的体积和密度变化。

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OBJECTIVES: To study the impact of image subtraction of registered images on the detection of change in pulmonary ground-glass nodules identified on chest CT. MATERIALS AND METHODS: A cohort of 33 individuals (25 men, 8 women; age range 51-75 years) with 37 focal ground-glass opacities (GGO) were recruited from a lung cancer screening trial. For every participant, 1 to 3 follow-up scans were available (total number of pairs, 84). Pairs of scans of the same nodule were registered nonrigidly and then subtracted to enhance differences in size and density. Four observers rated size and density change of the GGO between pairs of scans by visual comparison alone and with additional availability of a subtraction image and indicated their confidence. An independent experienced chest radiologist served as an arbiter having all reader data, clinical data, and follow-up examinations available. Nodule pairs for which the arbiter could not establish definite progression, regression, or stability were excluded from further evaluation. This left 59 and 58 pairs for evaluation of size and density change, respectively. Weighted kappa statistics (kappa w) were used to assess interobserver agreement and agreement with the arbiter. Statistical significance was tested with a kappa z-test. RESULTS: When the subtraction image was available, the average interobserver kappa w improved from 0.52 to 0.66 for size change and from 0.47 to 0.57 for density change. Average agreement with the arbiter improved from 0.61 to 0.76 for size change and from 0.53 to 0.64 for density change. The effect was more pronounced when observer confidence without the subtraction image was low: agreement improved from 0.26 to 0.57 and from 0.19 to 0.47 in those cases. CONCLUSIONS: Image subtraction improves the evaluation of subtle changes in pulmonary ground-glass opacities and decreases interobserver variability.
机译:目的:研究减影配准图像对检测胸部CT上发现的肺毛玻璃结节变化的影响。材料与方法:从一项肺癌筛查试验中招募了33名个体(25名男性,8名女性;年龄范围51-75岁),具有37个局灶性玻璃镜混浊(GGO)。对于每个参与者,可以进行1到3次随访扫描(对的总数为84)。两次对相同结节的扫描进行非刚性记录,然后减去以增强大小和密度的差异。四个观察者通过单独的视觉比较和额外的减法图像评估了两对扫描之间GGO的大小和密度变化,并表明了他们的信心。独立的经验丰富的胸部放射科医生担任仲裁员,提供所有读者数据,临床数据和后续检查。仲裁人无法确定明确进展,消退或稳定性的结节对已从进一步评估中排除。剩下的59和58对分别用于评估尺寸和密度变化。加权kappa统计量(kappa w)用于评估观察员之间的协议以及与仲裁员的协议。统计学显着性用kappa检验。结果:当减影图像可用时,观察者的平均kappa w对于尺寸变化从0.52提高到0.66,对于密度变化从0.47提高到0.57。与仲裁者的平均协议从大小更改的0.61到0.76,从密度更改的从0.53到0.64。当没有减影图像的观察者置信度较低时,效果会更加明显:在这些情况下,一致性从0.26改进为0.57,从0.19改进为0.47。结论:图像减影改善了对肺毛玻璃混浊的细微变化的评估,并减少了观察者间的差异。

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