Cargando…

The brain imaging data structure, a format for organizing and describing outputs of neuroimaging experiments

The development of magnetic resonance imaging (MRI) techniques has defined modern neuroimaging. Since its inception, tens of thousands of studies using techniques such as functional MRI and diffusion weighted imaging have allowed for the non-invasive study of the brain. Despite the fact that MRI is...

Descripción completa

Detalles Bibliográficos
Autores principales: Gorgolewski, Krzysztof J., Auer, Tibor, Calhoun, Vince D., Craddock, R. Cameron, Das, Samir, Duff, Eugene P., Flandin, Guillaume, Ghosh, Satrajit S., Glatard, Tristan, Halchenko, Yaroslav O., Handwerker, Daniel A., Hanke, Michael, Keator, David, Li, Xiangrui, Michael, Zachary, Maumet, Camille, Nichols, B. Nolan, Nichols, Thomas E., Pellman, John, Poline, Jean-Baptiste, Rokem, Ariel, Schaefer, Gunnar, Sochat, Vanessa, Triplett, William, Turner, Jessica A., Varoquaux, Gaël, Poldrack, Russell A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4978148/
https://www.ncbi.nlm.nih.gov/pubmed/27326542
http://dx.doi.org/10.1038/sdata.2016.44
Descripción
Sumario:The development of magnetic resonance imaging (MRI) techniques has defined modern neuroimaging. Since its inception, tens of thousands of studies using techniques such as functional MRI and diffusion weighted imaging have allowed for the non-invasive study of the brain. Despite the fact that MRI is routinely used to obtain data for neuroscience research, there has been no widely adopted standard for organizing and describing the data collected in an imaging experiment. This renders sharing and reusing data (within or between labs) difficult if not impossible and unnecessarily complicates the application of automatic pipelines and quality assurance protocols. To solve this problem, we have developed the Brain Imaging Data Structure (BIDS), a standard for organizing and describing MRI datasets. The BIDS standard uses file formats compatible with existing software, unifies the majority of practices already common in the field, and captures the metadata necessary for most common data processing operations.