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Clinical lymph node staging - Influence of slice thickness and reconstruction kernel on volumetry and RECIST measurements

机译:临床淋巴结分期-切片厚度和重建核对容量和RECIST测量的影响

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Purpose: Therapy response evaluation in oncological patient care requires reproducible and accurate image evaluation. Today, common standard in measurement of tumour growth or shrinkage is one-dimensional RECIST 1.1. A proposed alternative method for therapy monitoring is computer aided volumetric analysis. In lung metastases volumetry proved high reliability and accuracy in experimental studies. High reliability and accuracy of volumetry in lung metastases has been proven. However, other metastatic lesions such as enlarged lymph nodes are far more challenging. The aim of this study was to investigate the reproducibility of semi-automated volumetric analysis of lymph node metastases as a function of both slice thickness and reconstruction kernel. In addition, manual long axis diameters (LAD) as well as short axis diameters (SAD) were compared to automated RECIST measurements. Materials and methods: Multislice-CT of the chest, abdomen and pelvis of 15 patients with lymph node metastases of malignant melanoma were included. Raw data were reconstructed using different slice thicknesses (1-5 mm) and varying reconstruction kernels (B20f, B40f, B60f). Volume and RECIST measurements were performed for 85 lymph nodes between 10 and 60 mm using Oncology Prototype Software (Fraunhofer MEVIS, Siemens, Germany) and were compared to a defined reference volume and diameter by calculating absolute percentage errors (APE). Variability of the lymph node sizes was computed as relative measurement differences, precision of measurements was computed as relative measurement deviation. Results: Mean absolute percentage error (APE) for volumetric analysis varied between 3.95% and 13.8% and increased significantly with slice thickness. Differences between reconstruction kernels were not significant, however, a trend towards middle soft tissue kernel could be observed. Between automated and manual short axis diameter (SAD, RECIST 1.1) and long axis diameter (LAD, RECIST 1.0) no significant differences were found. The most unsatisfactory segmentation results occurred in higher slice thickness (3 and 5 mm) and sharp tissue kernel. Conclusion: Volumetric analysis of lymph nodes works satisfying in a clinical setting. Thin slice reconstructions (≤3 mm) and a middle soft tissue reconstruction kernel are recommended. LAD and SAD did not show significant differences regarding APE. Automated RECIST measurement showed lower APE than manual measurement in trend.
机译:目的:肿瘤患者护理中的治疗反应评估需要可重复且准确的图像评估。如今,测量肿瘤生长或缩小的通用标准是一维RECIST 1.1。一种用于治疗监测的建议替代方法是计算机辅助体积分析。在肺转移中,容量试验在实验研究中被证明具有很高的可靠性和准确性。肺转移容积测定的高可靠性和准确性已得到证明。但是,其他转移性病变,例如淋巴结肿大则更具挑战性。这项研究的目的是调查半自动体积分析的淋巴结转移的可重复性与切片厚度和重建内核的关系。此外,将手动长轴直径(LAD)和短轴直径(SAD)与自动RECIST测量进行了比较。材料与方法:纳入15例恶性黑色素瘤淋巴结转移患者的胸部,腹部和骨盆的多层螺旋CT检查。使用不同的切片厚度(1-5毫米)和不同的重建内核(B20f,B40f,B60f)重建原始数据。使用Oncology Prototype软件(Fraunhofer MEVIS,西门子,德国)对10至60 mm之间的85个淋巴结进行了体积和RECIST测量,并通过计算绝对百分比误差(APE)与定义的参考体积和直径进行了比较。将淋巴结大小的变异性计算为相对测量差异,将测量精度计算为相对测量偏差。结果:体积分析的平均绝对百分比误差(APE)在3.95%和13.8%之间变化,并且随着切片厚度的增加而显着增加。重建核之间的差异不显着,但是,可以观察到向中软组织核的趋势。在自动和手动短轴直径(SAD,RECIST 1.1)和长轴直径(LAD,RECIST 1.0)之间,没有发现显着差异。最不满意的分割结果出现在较高的切片厚度(3和5 mm)和尖锐的组织核中。结论:淋巴结的容积分析在临床上令人满意。推荐薄片重建(≤3mm)和中层软组织重建内核。 LAD和SAD在APE方面无显着差异。自动RECIST测量显示趋势上的APE低于手动测量。

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