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Grid-wide neuroimaging data federation in the context of the NeuroLOG project

机译:NeuroLOG项目中的全网格神经影像数据联合

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Grid technologies are appealing to deal with the challenges raised by computational neurosciences and support multi-centric brain studies. However, core grids middleware hardly cope with the complex neuroimaging data representation and multi-layer data federation needs. Moreover, legacy neuroscience environments need to be preserved and cannot be simply superseded by grid services. This paper describes the NeuroLOG platform design and implementation, shedding light on its Data Management Layer. It addresses the integration of brain image files, associated relational metadata and neuroscience semantic data in a heterogeneous distributed environment, integrating legacy data managers through a mediation layer.
机译:网格技术吸引人们应对计算神经科学提出的挑战,并支持多中心大脑研究。但是,核心网格中间件几乎无法应付复杂的神经影像数据表示和多层数据联合需求。此外,需要保留传统的神经科学环境,而不能简单地由网格服务代替。本文介绍了NeuroLOG平台的设计和实现,并重点介绍了其数据管理层。它解决了异构分布环境中大脑图像文件,关联的关系元数据和神经科学语义数据的集成,并通过中介层集成了旧数据管理器。

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