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Single-slice versus multi-slice display for human-observer lesion-detection studies

机译:用于人类观察者病变检测研究的单片与多切片显示器

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Use of a single-slice (2D) display for observer studies may bias results and reduce the study's clinical generalizability. Human observers perform better at the task of lesion detection with 3D-processed images than they do with 2D-processed images when the images are presented using a 2D display. However, 3D-processing techniques incorporate information from out-of-plane or adjacent slices into an image and thus provide more information to the observer than does a similar 2D-processing method. Observer performance with 2D-processing methods may improve if the adjacent-slice information is provided by way of a multi-slice (3D) display. 3D processing also introduces 3D distractors which may not be present with 2D processing. We investigated, with a human-observer LROC study, the impact of 2D versus 3D display on FBP and OSEM reconstruction followed by 2D and 3D filtering. Three display modes were used: single-slice, multi-slice, and multi-slice with cine. The emulated clinical task was the detection and localization of small gallium lesions in thoracic SPECT scans. Results indicate that 3D display generally improves performance over the 2D display, as measured by the area under the LROC curve and the probability of correct localization. The improvement is greater for 2Dthan for 3D-filtered reconstruction leading to a reduction in the significance of the differences between them.
机译:用于观察者研究的单片(2D)显示屏可能会偏差,降低研究的临床概括性。人类观察者在使用3D处理图像的情况下,当使用2D显示器呈现图像时,在损伤检测的任务中执行更好的损伤检测任务。然而,3D处理技术将来自平面外或相邻切片的信息包含在图像中,因此向观察者提供更多信息而不是类似的2D处理方法。如果通过多切片(3D)显示提供相邻切片信息,则可以提高具有2D处理方法的观察者性能。 3D处理还介绍了3D分散人,其中可能不存在2D处理。我们调查了人类观察LROC研究,2D对3D显示器对FBP和OSEM重建的影响,然后是2D和3D滤波。使用了三种显示模式:单切片,多切片和带有CINE的多切片。仿效临床任务是胸部SPECT扫描中小镓病变的检测和定位。结果表明,3D显示器通常通过LROC曲线下的区域测量和正确定位的概率来提高2D显示器上的性能。对于3D过滤重建的2Dthan,改进更大,导致它们之间的差异的重要性降低。

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