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Influence of CT image size and format on accuracy of lung nodule detection.

机译:CT图像大小和格式对肺结节检测准确性的影响。

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摘要

PURPOSE: To evaluate the effect of reducing image size on observers' ability to detect lung nodules on computed tomographic (CT) scans. MATERIALS AND METHODS: Stimuli were 80 single sections from 13 normal chest CT studies. On half of the images, 3-5-mm-diameter nodules were superimposed electronically at random locations. Four observers viewed images in six formats and sizes that ranged from 6 on 1 (133 x 133 mm) to 80 on 1 (40 x 40 mm). The images were viewed at a fixed distance of 55 cm and at an unrestricted, variable distance. RESULTS: With the fixed viewing distance, nodule detection decreased with smaller image sizes. The area under the receiver operating characteristic curve (Az) decreased from 0.857 for the 6-on-1 format to 0.671 for the 80-on-1 format (P = .0001). With a variable viewing distance, Az decreased from 0.884 to 0.834 across all formats (difference not statistically significant). However, there was a significant drop in performance with the smallest images (P < .05). Overall, Az for the fixed and variable viewing distances was significantly different (P < .001). CONCLUSION: Reducing image size leads to decreased lung nodule detection on CT scans viewed at a fixed distance; however, the observer can compensate for the smaller image by adjusting the viewing distance.
机译:目的:评估缩小图像尺寸对观察者在计算机断层扫描(CT)扫描中检测肺结节的能力的影响。材料与方法:刺激是来自13项正常胸部CT研究的80个单节。在一半的图像上,将3-5-mm直径的结节电子叠加在随机位置。四位观察者以六种格式和大小查看图像,范围从6合1(133 x 133毫米)到80合1(40 x 40毫米)。在55厘米的固定距离和无限制的可变距离上观看图像。结果:在固定的观察距离下,较小的图像尺寸会减少结节检测。接收机工作特性曲线(Az)下的面积从6合1格式的0.857减少到80合1格式的0.671(P = .0001)。在可变的观看距离下,所有格式的Az均从0.884降低至0.834(差异没有统计学意义)。但是,使用最小的图像时性能会显着下降(P <.05)。总体而言,固定和可变观看距离的Az均显着不同(P <.001)。结论:缩小图像尺寸会导致以固定距离观看的CT扫描减少肺结节的检测;但是,观察者可以通过调整观看距离来补偿较小的图像。

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