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Web Services for the DDSM and Digital Mammography Research

机译:DDSM和数字乳腺摄影研究的Web服务

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摘要

The Digital Database for Screening Mammography (DDSM) is an invaluable resource for digital mammography research. However, there are two particular shortcomings that can pose a significant barrier to many of those who may want to use the resource: 1) the actual mammographic image data is encoded using a non-standard lossless variant of the JPEG image format; 2) although detailed metadata is provided, it is not in a form that permits it to be searched, manipulated or reasoned over by standard tools. This paper describes web services that will allow both humans and computers to query for, and obtain, mammograms from the DDSM in a standard and well-supported image file format. Further, this paper describes how these and other services can be used within grid-based workflows, allowing digital mammography researchers to make use of distributed computing facilities.
机译:乳腺筛查数字数据库(DDSM)是进行乳腺X线摄影研究的宝贵资源。但是,存在两个特殊的缺点,这可能会给许多可能想要使用该资源的人带来很大的障碍:1)使用非标准的无损JPEG图像格式对实际的乳房X线图像数据进行编码; 2)尽管提供了详细的元数据,但是它的格式不允许标准工具对其进行搜索,操纵或推理。本文介绍了网络服务,该服务将允许人类和计算机以标准且受良好支持的图像文件格式从DDSM查询并获得乳房X线照片。此外,本文介绍了如何在基于网格的工作流中使用这些服务和其他服务,从而使数字乳房X线照片研究人员能够使用分布式计算工具。

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