Doi Kunio
Kurt Rossmann Laboratories for Radiologic Image Research, Department of Radiology, The University of Chicago, Chicago, IL 60637, USA.
Phys Med Biol. 2006 Jul 7;51(13):R5-27. doi: 10.1088/0031-9155/51/13/R02. Epub 2006 Jun 20.
Over the last 50 years, diagnostic imaging has grown from a state of infancy to a high level of maturity. Many new imaging modalities have been developed. However, modern medical imaging includes not only image production but also image processing, computer-aided diagnosis (CAD), image recording and storage, and image transmission, most of which are included in a picture archiving and communication system (PACS). The content of this paper includes a short review of research and development in medical imaging science and technology, which covers (a) diagnostic imaging in the 1950s, (b) the importance of image quality and diagnostic performance, (c) MTF, Wiener spectrum, NEQ and DQE, (d) ROC analysis, (e) analogue imaging systems, (f) digital imaging systems, (g) image processing, (h) computer-aided diagnosis, (i) PACS, (j) 3D imaging and (k) future directions. Although some of the modalities are already very sophisticated, further improvements will be made in image quality for MRI, ultrasound and molecular imaging. The infrastructure of PACS is likely to be improved further in terms of its reliability, speed and capacity. However, CAD is currently still in its infancy, and is likely to be a subject of research for a long time.
在过去的50年里,诊断成像已从起步阶段发展到高度成熟的水平。许多新的成像方式已经被开发出来。然而,现代医学成像不仅包括图像生成,还包括图像处理、计算机辅助诊断(CAD)、图像记录与存储以及图像传输,其中大部分都包含在图像存档与通信系统(PACS)中。本文的内容包括对医学成像科学与技术研发的简要回顾,涵盖(a)20世纪50年代的诊断成像,(b)图像质量和诊断性能的重要性,(c)调制传递函数(MTF)、维纳频谱、等效噪声量子数(NEQ)和探测器量子效率(DQE),(d)ROC分析,(e)模拟成像系统,(f)数字成像系统,(g)图像处理,(h)计算机辅助诊断,(i)PACS,(j)三维成像,以及(k)未来发展方向。尽管有些成像方式已经非常成熟,但磁共振成像(MRI)、超声和分子成像的图像质量仍将进一步提高。PACS的基础设施在可靠性、速度和容量方面可能会进一步改进。然而,CAD目前仍处于起步阶段,并且可能在很长一段时间内都是研究的主题。