BIDS-Derivatives: A data standard for derived data and models in the BRAIN Initiative

BIDS-Derivatives：BRAIN Initiative 中派生数据和模型的数据标准

基本信息

批准号：
9411944
负责人：
Russell A Poldrack
金额：
$ 74.07万
依托单位：
STANFORD UNIVERSITY
依托单位国家：
美国
项目类别：
财政年份：
2017
资助国家：
美国
起止时间：
2017-09-15 至 2019-08-31
项目状态：
已结题

来源：
https://reporter.nih.gov/project-details/9411944
关键词：
Address Adoption BRAIN initiative Base of the Brain Behavioral Brain imaging Communities Complement Computer Simulation Consultations Data Data Analyses Databases Development Diffusion Ensure Functional Magnetic Resonance Imaging Funding Generic Drugs Learning Magnetic Resonance Imaging Metadata Modeling Output Pathway interactions Positron-Emission Tomography Process Psychological reinforcement Published Comment Reaction Time Reproducibility Research Research Personnel Statistical Models Time Work base computational neuroscience data modeling data sharing data structure meetings neuroimaging portability prototype success tool usability

Address Adoption BRAIN initiative Base of the Brain Behavioral Brain imaging Communities Complement Computer Simulation Consultations Data Data Analyses Databases Development Diffusion Ensure Functional Magnetic Resonance Imaging Funding Generic Drugs Learning Magnetic Resonance Imaging Metadata Modeling Output Pathway interactions Positron-Emission Tomography Process Psychological reinforcement Published Comment Reaction Time Reproducibility Research Research Personnel Statistical Models Time Work base computational neuroscience data modeling data sharing data structure meetings neuroimaging portability prototype success tool usability

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项目摘要

Project Summary/Abstract The effective sharing of data requires the development and broad adoption of standards for the organization of data and metadata. Within the field of neuroimaging, there is an emerging standard for data/metadata organization, the Brain Imaging Data Structure (BIDS), which is currently implemented for MRI and is under development for PET and MEG. This standard provides the basis for organization and sharing of raw data for a broad subset of projects funded by the BRAIN Initiative. In the present project we propose to extend and expand the BIDS framework to the description and organization of data/metadata that are derived from these raw data, which we refer to generally as derivatives. This will provide the ability for researchers to share processed data, statistical models and results, and computational modeling results in a way that ensures their usability.

项目摘要/摘要有效的数据共享需要制定和广泛采用标准数据和元数据的组织。在神经影像领域，有一个新兴数据/元数据组织的标准，大脑成像数据结构（BIDS），即目前为MRI实施，正在为PET和MEG开发。这个标准为广泛资助的项目部分集提供了组织和共享原始数据的基础通过大脑倡议。在本项目中，我们建议扩展和扩展投标从这些RAW得出的数据/元数据的描述和组织的框架数据，我们通常称为衍生物。这将为研究人员提供能力共享处理的数据，统计模型和结果以及计算模型导致确保其可用性的方式。