Qu Mingliang, Yu Lifeng, Cardona Daniel Gomez, Liu Yu, Duan Xinhui, Ai Songtao, Leng Shuai, Shiung Maria, McCollough Cynthia H
1 Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN 55905.
2 Department of Radiology, Shanghai Ninth People's Hospital, Shanghai, China.
AJR Am J Roentgenol. 2015 Aug;205(2):W172-6. doi: 10.2214/AJR.14.12929.
The purpose of this article is to assess the effect of radiation dose reduction in dual-energy CT (DECT) on the performance of renal stone characterization using a patient cohort.
CT data from 39 unenhanced DECT examinations performed for stone characterization were retrospectively analyzed in this study. Reduced-dose images were simulated at 75%, 50%, and 25% of the routine dose using a previously validated noise-insertion algorithm. Differentiation between uric acid (UA) and non-UA stones was performed using a fixed cutoff value for the dual-energy ratio. ROC analysis was performed to determine optimal cutoff values and the associated sensitivity and specificity.
Of the 206 stones found, 43 were UA and 163 were non-UA. The mean (± SD) volume CT dose index (CTDIvol) was 16.0 ± 4.0 mGy at the 100% dose level. The mean noise in 100-kV images increased from 40.9 ± 6.8 HU at 100% dose to 46.8 ± 8.8 HU, 57.7 ± 12.5 HU, and 85.4 ± 22.9 HU at 75%, 50%, and 25% dose levels, respectively. Using the default cutoff value, for stones 10 mm(3) or larger, the sensitivity/specificity were 100.0%/98.8%, 82.8%/98.8%, and 89.3%/98.7%, at 75%, 50%, and 25% dose levels, respectively. ROC analysis showed varying optimal cutoff values at different dose levels. The sensitivity and specificity improved with use of these optimal cutoff values. Differentiation capability decreased for stones smaller than 10 mm(3).
At 75% of the 16-mGy routine dose, the sensitivity and specificity for differentiating UA from non-UA stones were minimally affected for stones 10 mm(3) or larger. The use of optimal cutoff values for dual-energy ratio as dose decreased (and noise increased) provided improved performance.
本文旨在通过患者队列评估双能CT(DECT)中辐射剂量降低对肾结石特征分析性能的影响。
本研究回顾性分析了39例为进行结石特征分析而进行的未增强DECT检查的CT数据。使用先前验证的噪声插入算法,以常规剂量的75%、50%和25%模拟低剂量图像。使用双能比的固定临界值对尿酸(UA)结石和非UA结石进行区分。进行ROC分析以确定最佳临界值以及相关的敏感性和特异性。
在发现的206颗结石中,43颗为UA结石,163颗为非UA结石。在100%剂量水平下,平均(±标准差)容积CT剂量指数(CTDIvol)为16.0±4.0 mGy。100 kV图像中的平均噪声从100%剂量时的40.9±6.8 HU分别增加到75%、50%和25%剂量水平时的46.8±8.8 HU、57.7±12.5 HU和85.4±22.9 HU。使用默认临界值时,对于直径10 mm³或更大的结石,在75%、50%和25%剂量水平下,敏感性/特异性分别为100.0%/98.8%、82.8%/98.8%和89.3%/98.7%。ROC分析显示在不同剂量水平下最佳临界值有所不同。使用这些最佳临界值时,敏感性和特异性有所提高。对于直径小于10 mm³的结石,区分能力下降。
在16 mGy常规剂量的75%时,对于直径10 mm³或更大的结石,区分UA结石和非UA结石的敏感性和特异性受到的影响最小。随着剂量降低(噪声增加),使用双能比的最佳临界值可提高性能。