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The caBIG™ Annotation and Image Markup Project

机译:caBIG™注释和图像标记项目

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Image annotation and markup are at the core of medical interpretation in both the clinical and the research setting. Digital medical images are managed with the DICOM standard format. While DICOM contains a large amount of meta-data about whom, where, and how the image was acquired, DICOM says little about the content or meaning of the pixel data. An image annotation is the explanatory or descriptive information about the pixel data of an image that is generated by a human or machine observer. An image markup is the graphical symbols placed over the image to depict an annotation. While DICOM is the standard for medical image acquisition, manipulation, transmission, storage, and display, there are no standards for image annotation and markup. Many systems expect annotation to be reported verbally, while markups are stored in graphical overlays or proprietary formats. This makes it difficult to extract and compute with both of them. The goal of the Annotation and Image Markup (AIM) project is to develop a mechanism, for modeling, capturing, and serializing image annotation and markup data that can be adopted as a standard by the medical imaging community. The AIM project produces both human- and machine-readable artifacts. This paper describes the AIM information model, schemas, software libraries, and tools so as to prepare researchers and developers for their use of AIM.
机译:在临床和研究环境中,图像注释和标记都是医学解释的核心。数字医学图像以DICOM标准格式进行管理。尽管DICOM包含大量有关谁,在何处以及如何获取图像的元数据,但DICOM很少提及像素数据的内容或含义。图像批注是关于人或机器观察者生成的图像像素数据的解释性或描述性信息。图像标记是放置在图像上以描述注释的图形符号。尽管DICOM是医学图像采集,处理,传输,存储和显示的标准,但没有用于图像注释和标记的标准。许多系统希望注释以口头形式报告,而标记则以图形覆盖或专有格式存储。这使得两者都难以提取和计算。注释和图像标记(AIM)项目的目标是开发一种机制,用于对图像注释和标记数据进行建模,捕获和序列化,该机制可以被医学成像社区用作标准。 AIM项目会产生人类可读和机器可读的工件。本文介绍了AIM信息模型,架构,软件库和工具,以便研究人员和开发人员为使用AIM做准备。

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