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Neuroinformatics Software Applications Supporting Electronic Data Capture Management and Sharing for the Neuroimaging Community

机译:Neuroinformatics软件应用程序支持Neuroimaging社区的电子数据捕获管理和共享

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摘要

Accelerating insight into the relation between brain and behavior entails conducting small and large-scale research endeavors that lead to reproducible results. Consensus is emerging between funding agencies, publishers, and the research community that data sharing is a fundamental requirement to ensure all such endeavors foster data reuse and fuel reproducible discoveries. Funding agency and publisher mandates to share data are bolstered by a growing number of data sharing efforts that demonstrate how information technologies can enable meaningful data reuse. Neuroinformatics evaluates scientific needs and develops solutions to facilitate the use of data across the cognitive and neurosciences. For example, electronic data capture and management tools designed to facilitate human neurocognitive research can decrease the setup time of studies, improve quality control, and streamline the process of harmonizing, curating, and sharing data across data repositories. In this article we outline the advantages and disadvantages of adopting software applications that support these features by reviewing the tools available and then presenting two contrasting neuroimaging study scenarios in the context of conducting a cross-sectional and a multisite longitudinal study.
机译:加快对大脑与行为之间关系的洞察力,需要进行规模较小的研究工作,以产生可重复的结果。资助机构,发行人和研究界之间正在形成共识,即数据共享是确保所有此类努力促进数据重用和可重现发现的基本要求。越来越多的数据共享工作加强了资助机构和发布者共享数据的职责,这些工作证明了信息技术如何实现有意义的数据重用。神经信息学评估科学需求并开发解决方案,以促进跨认知和神经科学的数据使用。例如,旨在促进人类神经认知研究的电子数据捕获和管理工具可以减少研究的建立时间,改善质量控制,并简化跨数据存储库的协调,管理和共享数据的过程。在本文中,我们通过回顾可用的工具,然后在进行横截面和多站点纵向研究的背景下,提出两种对比神经影像学研究方案,来概述采用支持这些功能的软件应用程序的优缺点。

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