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Automatic MRI Database Exploration and Applications

机译:MRI自动数据库探索与应用

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摘要

The design of representative models of the human body is of great interest to medical doctors. Qualitative information about the characteristics of the brain is widely available, but due to the volume of information that needs to be analyzed and the complexity of its structure, rarely is there quantification according to a standard model. To address this problem, we propose in this paper an automatic method to retrieve corresponding structures from a database of medical images. This procedure being local and fast, will permit navigation through large databases in a practical amount of time. We present as examples of applications the building of an average volume of interest and preliminary results of classification according to morphology.
机译:人体代表性模型的设计引起了医生的极大兴趣。关于大脑特征的定性信息已广泛获得,但由于需要分析的信息量大且结构复杂,因此很少根据标准模型进行量化。为了解决这个问题,我们提出一种从医学图像数据库中检索相应结构的自动方法。该过程是本地且快速的,将允许在实际时间内浏览大型数据库。作为应用实例,我们介绍了构建平均感兴趣的体积和根据形态进行分类的初步结果。

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