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Accessing image resolution and frame rate effects in radiology from a human and a machine point of view

机译:从人类和机器角度访问放射学中的图像分辨率和帧速率效应

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In teleradiology a vast amount of medical images is sent from one location to another location. If the network infrastructure between the locations is poor, users experience long download times or, if a client application is used, application lags. To solve this issue lossless compression algorithms can be used as a first option. Unfortunately these algorithms can only compress the data to a certain degree which is most of the time not enough for the heavy requirements in teleradiology. As a second option the image data can be compressed lossily by reducing the image quality. This however can have an impact on the work of the user and also on image processing tools, when the images are post-processed. In this contribution we give a first impression of frame rate and resolution effects on the work of both, humans and machines, using the example of tumor diagnosis.
机译:在TelerAdiology中,大量的医学图像从一个位置发送到另一个位置。如果位置之间的网络基础架构差,用户会经历长期下载时间,或者如果使用客户端应用程序,则应用程序滞后。要解决此问题,无损压缩算法可以用作第一个选项。遗憾的是,这些算法只能将数据压缩到一定程度上,这是大多数时间不足以用于遥理的沉重要求。作为第二个选项,可以通过降低图像质量来压缩图像数据。然而,当图像被处理后,这可能对用户的工作和图像处理工具产生影响。在这一贡献中,我们使用肿瘤诊断的例子给出了对帧率和分辨率对两种,人类和机器的工作作用的第一印象。

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