Department of Information Technology, University Medical Center of the Johannes Gutenberg University, Langenbeckstrasse 1, Mainz, Germany.
J Digit Imaging. 2011 Jun;24(3):516-27. doi: 10.1007/s10278-010-9275-8.
In medical imaging, contrary to applications in the consumer market, the use of irreversible or lossy compression is still in its beginnings. This is due to the suspected risk of compromising the diagnostic content. Many studies have been performed, but it was not until 2008 that national activities in different countries resulted in recommendations for the safe use of irreversible image compression in clinical practice. Quantitative coronary angiography (QCA), however, poses a special problem, since here a large variation in published maximum compression factors has strengthened the general concerns about the use of lossy techniques. Up to now, the reason for the variation has not been thoroughly investigated. Reasons for the discrepancies in published compression factors are determined in this study. Since JPEG compression reduces the quantum noise of the X-ray images, the impact of compression is overestimated when interpreting any change in local diameter as an error. By taking into consideration the quantitative effect of quantum noise in QCA, it is shown that the influence of JPEG compression can be neglected for compression factors up to ten at clinically applicable X-ray doses. This limit is comparable to that found by visual analysis for aesthetic image quality. Future studies on image compression effects should take the interaction with quantum noise explicitly into consideration.
在医学成像中,与消费市场中的应用相反,不可逆或有损压缩的使用仍处于起步阶段。这是因为怀疑有损压缩会影响诊断内容。已经进行了许多研究,但直到 2008 年,不同国家的国家活动才提出了在临床实践中安全使用不可逆图像压缩的建议。然而,定量冠状动脉造影 (QCA) 提出了一个特殊的问题,因为这里发表的最大压缩因子的很大变化加剧了人们对使用有损技术的普遍担忧。到目前为止,还没有彻底调查造成这种变化的原因。本研究确定了发表的压缩因子差异的原因。由于 JPEG 压缩降低了 X 射线图像的量子噪声,因此在将局部直径的任何变化解释为误差时,都会高估压缩的影响。通过考虑 QCA 中量子噪声的定量影响,表明在临床应用的 X 射线剂量下,压缩因子高达 10 时,JPEG 压缩的影响可以忽略不计。该限制与视觉分析得出的美学图像质量的限制相当。未来关于图像压缩效果的研究应明确考虑与量子噪声的相互作用。