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Protrusion method for automated estimation of polyp size on CT colonography.

机译:用于在CT结肠造影上自动估计息肉大小的突出方法。

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OBJECTIVE: The purpose of this study was to assess the accuracy and measurement variability of automated lesion measurement on CT colonography in comparison with manual 2D and 3D techniques under varying scanning conditions. MATERIALS AND METHODS: The study included phantoms (23 phantom objects) and patients (16 polyps). Measurement with sliding calipers served as the reference for the phantom data. The mean of two independent colonoscopic measurements was the reference for the polyps. The automated measurement was developed for a computer-aided detection scheme, and the size of any detected object was obtained from measurement of its largest diameter. The automated measurement was compared with manual 2D and 3D measurements by two experienced observers. RESULTS: For phantom data, the measurement variability of the automated method was significantly less than that of the two observers (p < 0.05), except for the 3D measurement by observer 1, as follows: automated, 0.86 mm; observer 1, 1.76 mm (2D), 0.96(3D); observer 2, 1.34 mm (2D), 1.45 mm (3D). The variability of the automated method did not differ significantly from that of manual methods in measurement with patient data. The automated method had a systematic error for phantom data (1.9 mm). CONCLUSION: For phantoms, the automated method has less measurement variability than manual 2D and 3D techniques. For true polyps, the measurement variability of the automated method is comparable with that of manual methods. The automated method does not suffer from intraobserver variability. Because systematic error can be calibrated, automated size measurement may contribute to a practical evaluation strategy.
机译:目的:本研究旨在评估在不同扫描条件下与手动2D和3D技术相比,CT结肠造影自动病变测量的准确性和测量变异性。材料与方法:该研究包括体模(23个体模对象)和患者(16个息肉)。使用游标卡尺进行的测量用作幻像数据的参考。两次独立结肠镜检查的平均值作为息肉的参考。自动化测量是针对计算机辅助检测方案开发的,任何检测到的物体的尺寸都是通过测量其最大直径来获得的。两位经验丰富的观察员将自动测量与手动2D和3D测量进行了比较。结果:对于幻象数据,自动化方法的测量变异性明显小于两名观察者的变异性(p <0.05),除了观察者1进行的3D测量如下:自动化为0.86毫米;观察者1,1.76毫米(2D),0.96(3D);观察者2,1.34毫米(2D),1.45毫米(3D)。在使用患者数据进行测量时,自动化方法的变异性与手动方法的变异性无显着差异。自动化方法的幻像数据存在系统误差(1.9毫米)。结论:对于体模,自动化方法比手动2D和3D技术具有较小的测量可变性。对于真正的息肉,自动化方法的测量变异性与手动方法相当。自动化方法不会遭受观察者内部变异的影响。由于可以校准系统误差,因此自动尺寸测量可能有助于制定实用的评估策略。

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