OpenNeuro: An open archive for analysis and sharing of BRAIN Initiative data

OpenNeuro：用于分析和共享 BRAIN Initiative 数据的开放档案

• 批准号: 10417031
• 负责人: Russell A Poldrack
• 金额: $ 111.84万
• 依托单位: STANFORD UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2018
• 资助国家: 美国
• 起止时间: 2018-09-01 至 2023-05-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10417031
• 关键词: Address; Adherence; Archives; BRAIN initiative; Base of the Brain; Binding Sites; Brain; Brain imaging; Cloud Computing; Communities; Custom; Data; Data Analyses; Data Set; Databases; Development; Diagnosis; Ensure; Evolution; Failure; Functional Magnetic Resonance Imaging; Funding; Generations; Grant; Image; Infrastructure; Ingestion; Internet; Investments; Link; Mental disorders; Metadata; Mind; Neurologic; Neurosciences Research; Output; Paper; Privatization; Quality Control; Reporting; Reproducibility; Research; Research Personnel; Resource Sharing; Resources; Running; Services; Site; Standardization; Technology; Time; United States National Institutes of Health; Validation; Visual; amyloid precursor protein processing; base; brain dysfunction; computerized data processing; data archive; data quality; data resource; data sharing; data structure; data submission; design; digital object identifier; interest; neuroimaging; open data; open source; query tools; tool; web site

Project​ ​Summary/Abstract The NIH BRAIN Initiative is supporting a broad portfolio of neuroscience research aimed at revolutionizing our understanding of the brain. ​The sharing of data obtained from this research is critical both to leveraging this major public investment and to ensuring the rigor and reproducibility of NIH-funded research. ​We propose to extend to the existing OpenNeuro data archive in order to provide a platform for the storage, processing, and sharing of neuroimaging data collected as part of the BRAIN Initiative. OpenNeuro extends the successful OpenfMRI project by encompassing a broader range of neuroimaging data, and by providing the ability to run data processing workflows on the data directly on the platform (using cloud computing resources) and share the results of those workflows alongside the data. The platform focuses on reproducibility through the use of versioned and containerized analysis workflows that are applied to snapshotted data releases. The proposed project would provide support for analysis and sharing of data from BRAIN Initiative projects as well as other interested projects. In addition to this infrastructure, the aims of the project are to develop a robust semi-automated curation workflow, implement new tools for federation, query, and identification, and develop support​ ​for​ ​advanced​ ​data​ ​processing​ ​workflows.

项目摘要/摘要 NIH BRAIN Initiative 正在支持广泛的神经科学研究，旨在 彻底改变我们对大脑的理解。​共享本研究获得的数据 对于利用这一重大公共投资以及确保严格和 NIH 资助的研究的可重复性。​我们建议扩展到现有的 OpenNeuro 数据 归档，以便为神经影像的存储、处理和共享提供平台 作为 BRAIN Initiative 的一部分收集的数据。 OpenNeuro 扩展了 OpenfMRI 的成功 项目涵盖更广泛的神经影像数据，并提供以下能力： 直接在平台上对数据运行数据处理工作流程（使用云计算 资源）并与数据一起共享这些工作流程的结果。该平台重点 通过使用版本化和容器化的分析工作流程来提高可重复性 适用于快照数据发布。拟议项目将为分析提供支持 共享来自 BRAIN Initiative 项目以及其他感兴趣项目的数据。在 除了该基础设施之外，该项目的目标是开发一个强大的半自动化系统 管理工作流程，实施用于联合、查询和识别的新工具，并开发 支持高级数据处理工作流程。