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在使用不同剂量水平和重建内核的肺癌筛查中,将最大强度投影和计算机辅助检测算法用作独立阅片设备

Maximum-Intensity-Projection and Computer-Aided-Detection Algorithms as Stand-Alone Reader Devices in Lung Cancer Screening Using Different Dose Levels and Reconstruction Kernels.

作者信息

Ebner Lukas, Roos Justus E, Christensen Jared D, Dobrocky Tomas, Leidolt Lars, Brela Barbara, Obmann Verena C, Joy Sonya, Huber Adrian, Christe Andreas

机构信息

1 Department of Radiology, Duke University Medical Center, Box 3808, Durham, NC 27710.

2 Department of Diagnostic, Interventional and Pediatric Radiology, University Hospital Inselspital, Bern, Switzerland.

出版信息

AJR Am J Roentgenol. 2016 Aug;207(2):282-8. doi: 10.2214/AJR.15.15588. Epub 2016 Jun 1.

Abstract

OBJECTIVE

The objective of our study was to evaluate lung nodule detection rates on standard and microdose chest CT with two different computer-aided detection systems (SyngoCT-CAD, VA 20, Siemens Healthcare [CAD1]; Lung CAD, IntelliSpace Portal DX Server, Philips Healthcare [CAD2]) as well as maximum-intensity-projection (MIP) images. We also assessed the impact of different reconstruction kernels.

MATERIALS AND METHODS

Standard and microdose CT using three reconstruction kernels (i30, i50, i70) was performed with an anthropomorphic chest phantom. We placed 133 ground-glass and 133 solid nodules (diameters of 5 mm, 8 mm, 10 mm, and 12 mm) in 55 phantoms. Four blinded readers evaluated the MIP images; one recorded the results of CAD1 and CAD2. Sensitivities for CAD and MIP nodule detection on standard dose and microdose CT were calculated for each reconstruction kernel.

RESULTS

Dose for microdose CT was significantly less than that for standard-dose CT (0.1323 mSv vs 1.65 mSv; p < 0.0001). CAD1 delivered superior results compared with CAD2 for standard-dose and microdose CT (p < 0.0001). At microdose level, the best stand-alone sensitivity (97.6%) was comparable with CAD1 sensitivity (96.0%; p = 0.36; both with i30 reconstruction kernel). Pooled sensitivities for all nodules, doses, and reconstruction kernels on CAD1 ranged from 88.9% to 97.3% versus 49.6% to 73.9% for CAD2. The best sensitivity was achieved with standard-dose CT, i50 kernel, and CAD1 (97.3%) versus 96% with microdose CT, i30 or i50 kernel, and CAD1. MIP images and CAD1 had similar performance at both dose levels (p = 0.1313 and p = 0.48).

CONCLUSION

Submillisievert CT is feasible for detecting solid and ground-glass nodules that require soft-tissue kernels for MIP and CAD systems to achieve acceptable sensitivities. MIP reconstructions remain a valuable adjunct to the interpretation of chest CT for increasing sensitivity and have the advantage of significantly lower false-positive rates.

摘要

目的

我们研究的目的是使用两种不同的计算机辅助检测系统(SyngoCT - CAD,VA 20,西门子医疗 [CAD1];Lung CAD,IntelliSpace Portal DX Server,飞利浦医疗 [CAD2])以及最大密度投影(MIP)图像,评估标准剂量和微剂量胸部CT上的肺结节检测率。我们还评估了不同重建核的影响。

材料与方法

使用三种重建核(i30、i50、i70)对一个仿真胸部模型进行标准剂量和微剂量CT扫描。我们在55个模型中放置了133个磨玻璃结节和133个实性结节(直径分别为5毫米、8毫米、10毫米和12毫米)。四位不知情的阅片者评估MIP图像;一位记录CAD1和CAD2的结果。计算每个重建核对标准剂量和微剂量CT上CAD和MIP结节检测的敏感度。

结果

微剂量CT的剂量显著低于标准剂量CT(0.1323毫西弗对1.65毫西弗;p < 0.0001)。对于标准剂量和微剂量CT,CAD1的结果优于CAD2(p < 0.0001)。在微剂量水平,最佳的独立敏感度(97.6%)与CAD1的敏感度(96.0%;p = 0.36;均使用i30重建核)相当。CAD1上所有结节、剂量和重建核的合并敏感度范围为88.9%至97.3%,而CAD2为49.6%至73.9%。标准剂量CT、i50核和CAD1实现了最佳敏感度(97.3%),而微剂量CT、i30或i50核和CAD1的敏感度为96%。在两个剂量水平上,MIP图像和CAD1的表现相似(p = 0.1313和p = 0.48)。

结论

亚毫西弗CT对于检测实性和磨玻璃结节是可行的,对于MIP和CAD系统而言,需要软组织核以实现可接受的敏感度。MIP重建仍然是胸部CT解读中提高敏感度的有价值辅助手段,并且具有显著更低的假阳性率优势。

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