Data standardization has become one of the leading methods neuroimaging researchers rely on for data sharing and reproducibility. Data standardization promotes a common framework through which researchers can utilize others' data. Yet, as of today, formatting datasets that adhere to community best practices requires technical expertise involving coding and considerable knowledge of file formats and standards. We describe ezBIDS, a tool for converting neuroimaging data and associated metadata to the Brain Imaging Data Structure (BIDS) standard. ezBIDS provides four unique features: (1) No installation or programming requirements. (2) Handling of both imaging and task events data and metadata. (3) Automated inference and guidance for adherence to BIDS. (4) Multiple data management options: download BIDS data to local system, or transfer to OpenNeuro.org or brainlife.io. In sum, ezBIDS requires neither coding proficiency nor knowledge of BIDS and is the first BIDS tool to offer guided standardization, support for task events conversion, and interoperability with OpenNeuro and brainlife.io.
翻译:数据标准化已成为神经影像学研究者用于数据共享和可重复性的主要方法之一。数据标准化促进了研究者利用他人数据的通用框架。然而,至今为止,将数据集格式化为符合社区最佳实践需具备编码相关的技术专长,并涉及相当多的文件格式和标准知识。本文介绍ezBIDS——一种将神经影像数据及其相关元数据转换为脑影像数据结构(BIDS)标准的工具。ezBIDS具有四项独特功能:(1)无需安装或编程要求;(2)处理成像和任务事件数据及元数据;(3)自动推断并引导遵循BIDS标准;(4)多种数据管理选项:将BIDS数据下载至本地系统,或传输至OpenNeuro.org或brainlife.io。总之,ezBIDS既无需编码技能也无需BIDS知识,是首个提供引导式标准化、支持任务事件转换并与OpenNeuro和brainlife.io互操作的BIDS工具。