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

基本信息

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
项目类别：
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

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

展开

项目摘要

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大脑倡议正在支持广泛的神经科学研究组合彻底改变了我们对大脑的理解。从这项研究中获得的数据共享对于利用这项重大公共投资和确保严格和严格而言至关重要 NIH资助研究的可重复性。我们建议扩展到现有的OpenNeuro数据档案以提供神经影像的存储，处理和共享平台作为大脑计划的一部分收集的数据。 OpenNeuro扩展了成功的OpenFMRI 通过涵盖更广泛的神经影像数据，并提供能力直接在平台上的数据上运行数据处理工作流（使用云计算资源）并与数据一起分享这些工作流的结果。平台聚焦通过使用版本的和容器化的分析工作流程可重复性应用于快照的数据发布。拟议的项目将为分析提供支持并共享来自大脑倡议项目的数据以及其他有趣的项目。在除此基础设施外，该项目的目的是开发一个强大的半自动化策展工作流程，为联邦，查询和身份证明实施新工具，并开发支持高级数据处理工作流程。