The Journal of Open Source Software · 2019 · 146 citations · 6 references
Life SciencesNeuroscienceComputational NeuroscienceNeuroanatomyNeurophysiologyBrain ImagingImaging Data ManagementImaging Data StandardsNeural Data AnalysisNeurologic ImagingElectrophysiological Data AnalysisElectrophysiological StudyFile Naming ConventionsMetadataNeural Activity Visualization
The development of the Brain Imaging Data Structure (BIDS; Gorgolewski et al., 2016) gave the neuroscientific community a standard to organize and share data. BIDS prescribes file naming conventions and a folder structure to store data in a set of already existing file formats. Next to rules about organization of the data itself, BIDS provides standardized templates to store associated metadata in the form of Javascript Object Notation (JSON) and tab separated value (TSV) files. It thus facilitates data sharing, eases metadata querying, and enables automatic data analysis pipelines. BIDS is a rich system to curate, aggregate, and annotate neuroimaging databases.
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MEG and EEG data analysis with MNE-Python
Alexandre Gramfort · Frontiers in Neuroscience · 2013 · 4K citations · Full text
MEG-BIDS, the brain imaging data structure extended to magnetoencephalography
Guiomar Niso, Krzysztof J. Gorgolewski, Elizabeth Bock et al. · Scientific Data · 2018 · 178 citations · Full text