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Can horizontally oriented breast tomosynthesis image volumes or the use of a systematic search strategy improve interpretation? An eye tracking and free response human observer study.

机译:可以水平定向的乳房乳房自动化图像卷或使用系统搜索策略改善解释吗?眼追踪和自由反应人体观察者研究。

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Our aim was to evaluate if there is a benefit in diagnostic accuracy and efficiency of viewing breast tomosynthesis (BT)image volumes presented horizontally oriented, but also to evaluate the use of a systematic search strategy where the breast is divided, and analyzed consecutively, into two sections. These image presentations were compared to regular vertical image presentation. All methods were investigated using viewing procedures consisting of free scroll volume browsing, and a combination of initial cine loops at three different frame rates (9, 14, 25 fps) terminated upon request followed by free scroll volume browsing if needed. Fifty-five normal BT image volumes in MLO view were collected.In these, simulated lesions (20 masses and 20 clusters of microcalcifications) were randomly inserted, creating four unique image sets for each procedure. Four readers interpreted the cases in a random order. Their task was to locate the lesions, mark and assign a five level confidence scale. The diagnostic accuracy was analyzed using Jackknife Free Receiver Operating Characteristics (JAFROC). Time efficiency and visual search behavior were also investigated using eye tracking. Results indicate there was no statistically significant difference in JAFROC FOM between the different image presentations, although visual search was more time efficient when viewing horizontally oriented image volumes in medium cine loops.
机译:我们的目的是评估是否有诊断准确性和观察乳房的诊断准确性和效率(BT)图像体积的效益,而且还要评估使用乳房分割的系统搜索策略,并连续分析两部分。将这些图像演示与常规垂直图像呈现进行比较。使用由自由滚动卷浏览组成的观看程序来研究所有方法,并且根据需要,终止三种不同的帧速率(9,14,25 fps)的初始电影循环的组合,然后在需要时浏览自由滚动卷。收集MLO视图中的五十五个普通BT图像卷。在这些情况下,随机插入模拟病变(20群体和20个微钙化),为每个过程创建四个唯一的图像集。四个读者以随机顺序解释了案例。他们的任务是找到病变,标记并分配五个级别的置信度。使用千刀自由接收器操作特性(JAFROC)分析诊断准确度。使用眼睛跟踪还研究了时间效率和视觉搜索行为。结果表明不同图像呈现之间的JAFROC FOM在不同的图像演示之间没有统计学意义的差异,尽管当在中调环循环中观察水平定向的图像体积时,视觉搜索更高的时间有效。

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