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Soft Copy Display Requirements for Digital Mammography

机译:数字化乳腺摄影的软拷贝显示要求

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摘要

One of the advantages of digital mammography is to display mammograms on softcopy (electronic displays). Softcopy display of mammography is challenging because of the spatial and contrast resolution demands present in mammograms. We have designed and developed a softcopy mammography display application, Mammoview, which is capable of allowing radiologists to read mammograms as quickly and as accurately as they can on film alternators. We review the studies using Mammoview to elucidate the requirements of a successful softcopy display station. The design and development of the Mammoview softcopy display station are described in this article, and results of several studies using Mammoview are reported, including subjective feedback from Radiological Society of North America (RSNA) conference demonstrations, and clinical studies measuring performance in terms of speed and accuracy. Additional analysis of user interactions and user feedback is used to study the successes and shortcomings of mammography display stations like Mammoview. Overall, radiologist readings using Mammoview have been shown to be as fast and as accurate as readings using mammography film alternators. However, certain parts of the softcopy interface were more successful than their film counterparts, whereas others were less successful. Data analysis of the recorded human–computer interactions for the softcopy component of the clinical trial indicate statistically significant correlations between the difference in review time of softcopy versus alternator readings and three factors: the number of interactions, the reader, and the size of the image being reviewed. The first factor (number of interactions) suggests that simpler interfaces require less time to use; the second factor, the reader, supports previous findings that radiologists vary in how fast they read screening mammography studies; the third, size of image, suggests that the speed of softcopy review is increased relative to film readings when images are significantly larger than the display size. Feedback from radiologists using the system in clinical trials and at demonstration exhibits at RSNA indicated good acceptance of the interface and easy adaptation. Radiologists indicated that they felt comfortable using the interface, and that they would use such a softcopy interface in clinical practice. Finally, preliminary work suggests that the addition of a simple interaction to incorporate computer-aided detection (CAD) results would improve reading accuracy without significantly increasing reader times.
机译:数字乳腺X线摄影术的优点之一是在软拷贝(电子显示器)上显示乳腺X线照片。由于乳房X线照片对空间和对比度分辨率的要求,乳房X线照片的软拷贝显示极具挑战性。我们已经设计并开发了软拷贝乳房X线照片显示应用程序Mammoview,它能够使放射线医师尽可能快地,准确地在胶片交流发电机上读取乳房X线照片。我们回顾了使用Mammoview的研究,以阐明成功的软拷贝展示台的要求。本文介绍了Mammoview软拷贝显示站的设计和开发,并报告了使用Mammoview进行的多项研究的结果,包括来自北美放射学会(RSNA)会议演示的主观反馈以及测量速度方面的性能的临床研究。和准确性。用户交互和用户反馈的附加分析用于研究乳房造影显示站(如Mammoview)的成败。总体而言,已显示使用Mammoview的放射科医生读数与使用X射线摄影胶片交流发电机的读数一样快和准确。但是,软拷贝界面的某些部分比胶片对应部分更成功,而其他部分则不太成功。对临床试验的软拷贝组件所记录的人机交互进行的数据分析表明,软拷贝审阅时间与交流发电机读数的差异与以下三个因素之间存在统计学显着的相关性:交互次数,阅读器和图像大小正在审核中。第一个因素(交互的数量)表明,更简单的界面需要更少的使用时间。第二个因素是读者,它支持以前的发现,即放射线医师在阅读乳腺X线摄影检查的速度上存在差异。第三,图像大小表明,当图像明显大于显示尺寸时,相对于胶片读数,软拷贝查看的速度会提高。放射科医生在临床试验中以及在RSNA的演示展览中使用该系统的反馈表明对接口的接受程度很高,并且易于调整。放射科医生表示,使用该界面会让他们感到舒适,并且他们将在临床实践中使用这种软拷贝界面。最后,初步工作表明,添加简单的交互以合并计算机辅助检测(CAD)结果将提高读取精度,而不会显着增加读取器时间。

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