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低剂量 CT 肺癌筛查:评估放射科医师和不同计算机辅助检测软件(CAD)作为第一和第二读者对不同剂量水平肺结节的检测效能。

Lung cancer screening with CT: evaluation of radiologists and different computer assisted detection software (CAD) as first and second readers for lung nodule detection at different dose levels.

机构信息

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

出版信息

Eur J Radiol. 2013 Dec;82(12):e873-8. doi: 10.1016/j.ejrad.2013.08.026. Epub 2013 Sep 25.

Abstract

OBJECTIVES

To find the best pairing of first and second reader at highest sensitivity for detecting lung nodules with CT at various dose levels.

MATERIALS AND METHODS

An anthropomorphic lung phantom and artificial lung nodules were used to simulate screening CT-examination at standard dose (100 mAs, 120 kVp) and 8 different low dose levels, using 120, 100 and 80 kVp combined with 100, 50 and 25 mAs. At each dose level 40 phantoms were randomly filled with 75 solid and 25 ground glass nodules (5-12 mm). Two radiologists and 3 different computer aided detection softwares (CAD) were paired to find the highest sensitivity.

RESULTS

Sensitivities at standard dose were 92%, 90%, 84%, 79% and 73% for reader 1, 2, CAD1, CAD2, CAD3, respectively. Combined sensitivity for human readers 1 and 2 improved to 97%, (p1=0.063, p2=0.016). Highest sensitivities--between 97% and 99.0%--were achieved by combining any radiologist with any CAD at any dose level. Combining any two CADs, sensitivities between 85% and 88% were significantly lower than for radiologists combined with CAD (p<0.03).

CONCLUSIONS

Combination of a human observer with any of the tested CAD systems provide optimal sensitivity for lung nodule detection even at reduced dose at 25 mAs/80 kVp.

摘要

目的

在各种剂量水平下,寻找对 CT 检测肺结节具有最高灵敏度的第一读者和第二读者的最佳配对。

材料与方法

使用人体肺模型和人工肺结节模拟标准剂量(100mAs、120kVp)和 8 种不同低剂量水平的筛查 CT 检查,使用 120、100 和 80kVp 组合 100、50 和 25mAs。在每个剂量水平上,40 个模型随机填充 75 个实性和 25 个磨玻璃结节(5-12mm)。两位放射科医生和 3 种不同的计算机辅助检测软件(CAD)配对,以找到最高的灵敏度。

结果

在标准剂量下,读者 1、2、CAD1、CAD2、CAD3 的灵敏度分别为 92%、90%、84%、79%和 73%。人类读者 1 和 2 的联合灵敏度提高到 97%(p1=0.063,p2=0.016)。在任何剂量水平下,任何放射科医生与任何 CAD 组合都能达到最高的灵敏度(97%至 99.0%)。任何两个 CAD 组合的灵敏度在 85%至 88%之间,显著低于放射科医生与 CAD 组合的灵敏度(p<0.03)。

结论

即使在 25mAs/80kVp 的低剂量下,将人类观察者与任何经过测试的 CAD 系统组合使用,都能提供对肺结节检测的最佳灵敏度。

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