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基于第三代双源多层 CT 扫描仪的低对比探测性能的高级迭代重建算法的诊断性能:多读者研究中降低辐射剂量的潜力。

Diagnostic Performance of an Advanced Modeled Iterative Reconstruction Algorithm for Low-Contrast Detectability with a Third-Generation Dual-Source Multidetector CT Scanner: Potential for Radiation Dose Reduction in a Multireader Study.

机构信息

From the Carl E. Ravin Advanced Imaging Laboratories, Department of Radiology, Duke University Medical Center, 2424 Erwin Rd, Suite 302, Durham, NC 27705 (J.S., E.S.); Department of Radiology, Duke University Medical Center, Durham, NC (A.M.); and Siemens Medical Solutions USA, Malvern, Pa (J.C.R.).

出版信息

Radiology. 2015 Jun;275(3):735-45. doi: 10.1148/radiol.15142005. Epub 2015 Mar 4.

Abstract

PURPOSE

To assess the effect of radiation dose reduction on low-contrast detectability by using an advanced modeled iterative reconstruction (ADMIRE; Siemens Healthcare, Forchheim, Germany) algorithm in a contrast-detail phantom with a third-generation dual-source multidetector computed tomography (CT) scanner.

MATERIALS AND METHODS

A proprietary phantom with a range of low-contrast cylindrical objects, representing five contrast levels (range, 5-20 HU) and three sizes (range, 2-6 mm) was fabricated with a three-dimensional printer and imaged with a third-generation dual-source CT scanner at various radiation dose index levels (range, 0.74-5.8 mGy). Image data sets were reconstructed by using different section thicknesses (range, 0.6-5.0 mm) and reconstruction algorithms (filtered back projection [FBP] and ADMIRE with a strength range of three to five). Eleven independent readers blinded to technique and reconstruction method assessed all data sets in two reading sessions by measuring detection accuracy with a two-alternative forced choice approach (first session) and by scoring the total number of visible object groups (second session). Dose reduction potentials based on both reading sessions were estimated. Results between FBP and ADMIRE were compared by using both paired t tests and analysis of variance tests at the 95% significance level.

RESULTS

During the first session, detection accuracy increased with increasing contrast, size, and dose index (diagnostic accuracy range, 50%-87%; interobserver variability, ±7%). When compared with FBP, ADMIRE improved detection accuracy by 5.2% on average across the investigated variables (P < .001). During the second session, a significantly increased number of visible objects was noted with increasing radiation dose index, section thickness, and ADMIRE strength over FBP (up to 80% more visible objects, P < .001). Radiation dose reduction potential ranged from 56% to 60% and from 4% to 80% during the two sessions, respectively.

CONCLUSION

Low-contrast detectability performance increased with increasing object size, object contrast, dose index, section thickness, and ADMIRE strength. Compared with FBP, ADMIRE allows a substantial radiation dose reduction while preserving low-contrast detectability. Online supplemental material is available for this article.

摘要

目的

使用第三代双源多层 CT 扫描仪上的一种先进的模型迭代重建(ADMIRE;西门子医疗,Forchheim,德国)算法,在具有第三代双源多层 CT 扫描仪的对比细节体模中评估降低辐射剂量对低对比度检测的影响。

材料与方法

使用三维打印机制造了一个具有一系列低对比度圆柱形物体的专用体模,代表五个对比水平(范围,5-20 HU)和三个尺寸(范围,2-6 mm)。使用第三代双源 CT 扫描仪在不同的辐射剂量指数水平(范围,0.74-5.8 mGy)下对体模进行成像。使用不同的层厚(范围,0.6-5.0 mm)和重建算法(滤波反投影[FBP]和 ADMIRE,强度范围为 3 到 5)重建图像数据集。11 位独立读者在两次阅读会议中对所有数据集进行评估,两次会议中均采用二项式迫选方法(第一次会议)测量检测准确性,并采用评分方法(第二次会议)评估总可见物体组数。根据两次阅读会议,估计基于剂量降低的潜力。使用配对 t 检验和方差分析检验在 95%的置信水平下比较 FBP 和 ADMIRE 之间的结果。

结果

在第一次会议中,随着对比度、尺寸和剂量指数的增加(诊断准确率范围,50%-87%;观察者间变异性,±7%),检测准确性增加。与 FBP 相比,ADMIRE 平均在研究的变量中提高了 5.2%的检测准确性(P<0.001)。在第二次会议中,与 FBP 相比,随着辐射剂量指数、层厚和 ADMIRE 强度的增加,可见物体的数量显著增加(最多增加 80%,P<0.001)。在两次会议中,辐射剂量降低的潜力分别为 56%至 60%和 4%至 80%。

结论

低对比度检测性能随物体尺寸、物体对比度、剂量指数、层厚和 ADMIRE 强度的增加而提高。与 FBP 相比,ADMIRE 允许在保持低对比度检测能力的同时,显著降低辐射剂量。本文提供了在线补充材料。

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