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The Functional Magnetic Resonance Imaging Data Center (fMRIDC): the challenges and rewards of large-scale databasing of neuroimaging studies.

机译:功能磁共振成像数据中心(fMRIDC):神经影像研究的大规模数据库的挑战和回报。

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摘要

The Functional Magnetic Resonance Imaging Data Center (fMRIDC) (http://www.fmridc.org) was established in the Autumn of 1999 with the objective of creating a mechanism by which members of the neuroscientific community may more easily share functional neuroimaging data. Examples in other sciences offer proof of the usefulness and benefit that sharing data provides through encouraging growth and development in those fields. By building a publicly accessible repository of raw data from peer-reviewed studies, the Data Center hopes to create a similarly successful environment for the neurosciences. In this article, we discuss the continuum of data-sharing efforts and provide an overview of the scientific and practical difficulties inherent in managing various fMRI data-sharing approaches. Next, we detail the organization, design and foundation of the fMRIDC, ranging from its current capabilities to the issues involved in the submitting and requesting of data. We discuss how a publicly accessible database enables other fields to develop relevant tools that can aid in the growth of understanding of cognitive processes. Information retrieval and meta-analytic techniques can be used to search, sort and categorize study information with a view towards subjecting study data to secondary 'meta-' and 'mega-analyses'. In addition, we detail the technical and policy challenges that have had to be addressed in the formation of the Data Center. Among others, these include: human subject confidentiality issues; ensuring investigator's rights; heterogeneous data description and organization; development of search tools; and data transfer issues. We conclude with comments concerning the future of the fMRIDC effort, its role in promoting the sharing of neuroscientific data, and how this may alter the manner in which studies are published.
机译:功能磁共振成像数据中心(fMRIDC)(http://www.fmridc.org)成立于1999年秋天,其目标是建立一种机制,使神经科学界的成员可以更轻松地共享功能神经影像数据。其他科学中的例子证明了共享数据通过鼓励这些领域的增长和发展所提供的有用性和益处。通过建立一个可公开访问的经过同行评审的原始数据存储库,数据中心希望为神经科学创造一个类似的成功环境。在本文中,我们讨论了数据共享工作的连续性,并概述了管理各种fMRI数据共享方法固有的科学和实践困难。接下来,我们详细介绍fMRIDC的组织,设计和基础,从其当前功能到提交和请求数据所涉及的问题。我们讨论了可公开访问的数据库如何使其他领域开发相关工具,从而有助于对认知过程的理解的增长。信息检索和元分析技术可用于对研究信息进行搜索,分类和分类,以期使研究数据经受二级“元分析”和“大型分析”。此外,我们详细介绍了数据中心组建过程中必须解决的技术和政策挑战。其中包括:人体主题保密性问题;确保调查人员的权利;异构数据描述和组织;开发搜索工具;和数据传输问题。我们以有关fMRIDC努力的未来,其在促进神经科学数据共享中的作用以及这可能如何改变研究发表方式的评论作为结尾。

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