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首页> 外文期刊>Radiology >Small pulmonary nodules: effect of two computer-aided detection systems on radiologist performance.
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Small pulmonary nodules: effect of two computer-aided detection systems on radiologist performance.

机译:小肺结节:两种计算机辅助检测系统对放射科医生的表现的影响。

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PURPOSE: To prospectively compare the effects of two computer-aided detection (CAD) systems on the detection of small pulmonary nodules at multi-detector row computed tomography (CT) by using a consensus panel decision as the reference standard. MATERIALS AND METHODS: Institutional review board approval and informed consent were obtained. Multi-detector row CT scans were randomly chosen and prospectively evaluated in 25 patients. Two dedicated CAD systems-ImageChecker CT (R2 Technologies, Sunnyvale, Calif) and Nodule Enhanced Viewing (NEV) (Siemens Medical Solutions, Forchheim, Germany)-were used. Results were interpreted by three radiologists with 1, 3, and 6 years of experience. Images were evaluated without and with CAD software. The reference standard was assessed by a consensus panel consisting of all three radiologists and an adjudicator with 8 years of experience. RESULTS: A total of 116 pulmonary nodules (average diameter, 3.4 mm; average volume, 32.05 mm3) were found in all data sets during consensus interpretation, which included findings from the CAD software and all radiologists. Overall sensitivity was 73% with ImageChecker CT and 75% with NEV. Overall sensitivity without CAD was 68% for radiologist 1, 78% for radiologist 2, and 82% for radiologist 3. With ImageChecker CT, sensitivity increased to 79% for radiologist 1, 90% for radiologist 2, and 84% for radiologist 3. With NEV, sensitivity increased to 79% for radiologist 1, 90% for radiologist 2, and 86% for radiologist 3. The average number of false-positive findings was six (range, 0-14) with ImageChecker CT and eight (range, 0-22) with NEV. CONCLUSION: Radiologist performance in the interpretation of multi-detector row CT scans can be improved by using CAD systems, with a reduction in the number of false-negative diagnoses. No statistically significant difference in sensitivity was found between the two CAD systems.
机译:目的:通过使用共识性小组决定作为参考标准,前瞻性比较两种计算机辅助检测(CAD)系统对多检测器行计算机断层扫描(CT)上小肺结节的检测效果。材料与方法:获得机构审查委员会的批准和知情同意。随机选择多排CT扫描,对25例患者进行前瞻性评估。使用了两个专用的CAD系统-ImageChecker CT(R2 Technologies,加利福尼亚州桑尼维尔)和结节增强观察(NEV)(西门子医疗解决方案,德国福希海姆)。结果由三位具有1年,3年和6年经验的放射科医生解释。在不使用和使用CAD软件的情况下评估图像。由三位放射科医生和一名具有8年经验的评审员组成的共识小组对参考标准进行了评估。结果:在共识解释期间的所有数据集中共发现116个肺结节(平均直径3.4 mm;平均体积32.05 mm3),其中包括来自CAD软件和所有放射科医生的发现。使用ImageChecker CT的总体敏感度为73%,使用NEV的整体敏感度为75%。不使用CAD时,放射线医师1的整体敏感性为68%,放射线医师2的为78%,放射线医师3的为82%。使用ImageChecker CT,放射线医师1的敏感性提高到79%,放射线医师2的敏感性为90%,放射线医师3的84%。使用NEV,放射线医师1的敏感性提高到79%,放射线医师2的敏感性提高到90%,放射线医师3的敏感性提高到86%。ImageCheckerCT的假阳性结果平均数为6(范围为0-14),而8(范围为范围, 0-22)与NEV。结论:通过使用CAD系统可以提高放射科医生在多探测器行CT扫描解释中的性能,并减少假阴性诊断的次数。在两个CAD系统之间,没有发现灵敏度上的统计学显着差异。

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