Methods & Meta-science

Tools for reproducible fMRI analysis

On our way to transparent and reproducible neuroimaging we need to consider data and code in combination with the publication. In this talk, I will introduce a series of tools that the field has developed (BIDS, Heudiconv, MRIQC, MRIQCeption, fMRIprep, OpenNeuro, NeuroVault) that will not only help to achieve this goal of fully reproducible neuroimaging but also make a neuroimagers life easier. Note: while the tools are focussed on neuroimaging the principle holds for behavioural, eye-tracking and physiological measures (e.g., BIDS is applicable to these measures).