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COINS Data Exchange: An open platform for compiling curating and disseminating neuroimaging data

机译:COINS数据交换:一个用于编译管理和传播神经影像数据的开放平台

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摘要

Neuroimaging data collection is inherently expensive. Maximizing the return on investment in neuroimaging studies requires that neuroimaging data be re-used whenever possible. In an effort to further scientific knowledge, the COINS Data Exchange (DX) () aims to make data sharing seamless and commonplace. DX takes a three-pronged approach towards improving the overall state of data sharing within the neuroscience community. The first prong is compiling data into one location that has been collected from all over the world in many different formats. The second prong is curating the data so that it can be stored in one consistent format and so that data QA/QC measures can be assured. The third prong is disseminating the data so that it is easy to consume and straightforward to interpret. This paper explains the concepts behind each prong and describes some challenges and successes that the Data Exchange has experienced.
机译:神经影像数据收集本来就很昂贵。为了使神经影像研究的投资回报最大化,需要尽可能重用神经影像数据。为了进一步了解科学知识,COINS数据交换(DX)()旨在使数据共享变得无缝和普遍。 DX采用三管齐下的方法来改善神经科学界内部数据共享的总体状态。第一步是将数据编译到一个位置,该位置已从世界各地以许多不同的格式收集。第二步是整理数据,以便可以以一种一致的格式存储数据,从而可以确保数据QA / QC措施。第三个分支是分发数据,以便于使用和解释。本文解释了每个分支背后的概念,并描述了数据交换所经历的一些挑战和成功。

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