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    Sharing brain mapping statistical results with the neuroimaging data model.

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    Author
    Maumet, C; Auer, T; Bowring, A; Chen, G; Das, S; Flandin, G; Ghosh, S; Glatard, T; Gorgolewski, KJ; Helmer, KG; ...
    Date
    2016-12-06
    Source Title
    Scientific Data
    Publisher
    Springer Science and Business Media LLC
    University of Melbourne Author/s
    Jenkinson, Mark
    Affiliation
    Centre for Neuroscience
    Metadata
    Show full item record
    Document Type
    Journal Article
    Citations
    Maumet, C., Auer, T., Bowring, A., Chen, G., Das, S., Flandin, G., Ghosh, S., Glatard, T., Gorgolewski, K. J., Helmer, K. G., Jenkinson, M., Keator, D. B., Nichols, B. N., Poline, J. -B., Reynolds, R., Sochat, V., Turner, J. & Nichols, T. E. (2016). Sharing brain mapping statistical results with the neuroimaging data model.. Sci Data, 3 (1), pp.160102-. https://doi.org/10.1038/sdata.2016.102.
    Access Status
    Open Access
    URI
    http://hdl.handle.net/11343/253492
    DOI
    10.1038/sdata.2016.102
    Open Access at PMC
    http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5139675
    Abstract
    Only a tiny fraction of the data and metadata produced by an fMRI study is finally conveyed to the community. This lack of transparency not only hinders the reproducibility of neuroimaging results but also impairs future meta-analyses. In this work we introduce NIDM-Results, a format specification providing a machine-readable description of neuroimaging statistical results along with key image data summarising the experiment. NIDM-Results provides a unified representation of mass univariate analyses including a level of detail consistent with available best practices. This standardized representation allows authors to relay methods and results in a platform-independent regularized format that is not tied to a particular neuroimaging software package. Tools are available to export NIDM-Result graphs and associated files from the widely used SPM and FSL software packages, and the NeuroVault repository can import NIDM-Results archives. The specification is publically available at: http://nidm.nidash.org/specs/nidm-results.html.

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