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Use-inspired basic research in medical image perception

机译:基于用途的医学影像感知基础研究

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摘要

This journal is dedicated to “use-inspired basic research” where a problem in the world shapes the hypotheses for a study in the laboratory. This brief review presents several examples of “use-inspired basic research” in the area of medical image perception. These are cases where the field of radiology raises an interesting issue in visual cognition. Basic research on those issues may then lead to proposals to improve performance on clinical tasks in medical image perception. Of the six examples given here, the first three ask essentially perceptual questions: How can stereopsis improve medical image perception? How shall we assess the tradeoff between radiation dose and image quality? How does the choice of colors change the interpretation of medical images? The second three examples address attentional issues in those aspects of radiology that can be described as visual search problems: Can eye tracking help us understand errors in radiologic search? What happens if the number of targets in an image is unknown? What happens if, as in radiology screening programs, the target of search is very rare?
机译:这本杂志致力于“以使用为灵感的基础研究”,其中世界上的问题影响着实验室研究的假设。本文简要介绍了医学影像感知领域中“以使用为基础的基础研究”的几个例子。在这些情况下,放射学领域在视觉认知方面提出了一个有趣的问题。对这些问题的基础研究可能会导致提出改善医学影像感知临床任务性能的建议。在此处给出的六个示例中,前三个本质上提出了感性问题:立体视如何改善医学图像的感知能力?我们如何评估辐射剂量和图像质量之间的权衡?颜色的选择如何改变医学图像的解释?后三个示例解决了放射学方面的注意力问题,这些问题可以描述为视觉搜索问题:眼动追踪可以帮助我们理解放射学搜索中的错误吗?如果图像中的目标数量未知,会发生什么?如果像放射线检查程序中那样很少找到搜索对象,会发生什么情况?

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