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CT 量化肺气肿的最佳阈值。

Optimal threshold in CT quantification of emphysema.

机构信息

Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA.

出版信息

Eur Radiol. 2013 Apr;23(4):975-84. doi: 10.1007/s00330-012-2683-z. Epub 2012 Nov 1.

Abstract

OBJECTIVES

To determine the optimal threshold by quantitatively assessing the extent of emphysema at the level of the entire lung and at the level of individual lobes using a large, diverse dataset of computed tomography (CT) examinations.

METHODS

This study comprises 573 chest CT examinations acquired from subjects with different levels of airway obstruction (222 none, 83 mild, 141 moderate, 63 severe and 64 very severe). The extent of emphysema was quantified using the percentage of the low attenuation area (LAA%) divided by the total lung or lobe volume(s). The correlations between the extent of emphysema, and pulmonary functions and the five-category classification were assessed using Pearson and Spearman's correlation coefficients, respectively. When quantifying emphysema using a density mask, a wide range of thresholds from -850 to -1,000 HU were used.

RESULTS

The highest correlations of LAA% with the five-category classification and PFT measures ranged from -925 to -965 HU for each individual lobe and the entire lung. However, the differences between the highest correlations and those obtained at -950 HU are relatively small.

CONCLUSION

Although there are variations in the optimal cut-off thresholds for individual lobes, the single threshold of -950 HU is still an acceptable threshold for density-based emphysema quantification.

摘要

目的

通过使用大量不同的计算机断层扫描(CT)检查数据集,定量评估整个肺部和各个肺叶肺气肿的程度,确定最佳阈值。

方法

本研究包括来自气道阻塞程度不同的受试者的 573 次胸部 CT 检查(222 例无阻塞,83 例轻度阻塞,141 例中度阻塞,63 例重度阻塞和 64 例非常严重阻塞)。使用低衰减区(LAA%)占总肺或肺叶体积的百分比来定量评估肺气肿的程度。使用 Pearson 和 Spearman 相关系数分别评估肺气肿程度与肺功能和五分类之间的相关性。当使用密度掩模来量化肺气肿时,使用了从-850 到-1000 HU 的广泛阈值。

结果

对于每个单独的肺叶和整个肺,LAA%与五分类和 PFT 测量值的最高相关性范围从-925 到-965 HU。然而,最高相关性与-950 HU 处获得的相关性之间的差异相对较小。

结论

尽管各个肺叶的最佳截止阈值存在差异,但-950 HU 的单一阈值仍然是基于密度的肺气肿定量的可接受阈值。

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Optimal threshold in CT quantification of emphysema.CT 量化肺气肿的最佳阈值。
Eur Radiol. 2013 Apr;23(4):975-84. doi: 10.1007/s00330-012-2683-z. Epub 2012 Nov 1.
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