The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services.

ABSTRACT: We describe the Open Diffusion Data Derivatives (O3D) repository: an integrated collection of preserved brain data derivatives and processing pipelines, published together using a single digital-object-identifier. The data derivatives were generated using modern diffusion-weighted magnetic resonance imaging data (dMRI) with diverse properties of resolution and signal-to-noise ratio. In addition to the data, we publish all processing pipelines (also referred to as open cloud services). The pipelines utilize modern methods for neuroimaging data processing (diffusion-signal modelling, fiber tracking, tractography evaluation, white matter segmentation, and structural connectome construction). The O3D open services can allow cognitive and clinical neuroscientists to run the connectome mapping a

SUBMITTER: Avesani P 

PROVIDER: S-EPMC6533280 | biostudies-literature | 2019 May

REPOSITORIES: biostudies-literature