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Data Acquisition Considerations for More Reproducible Neuroimaging Research
- Adopt standards-based data representation from the get go.
- Use ReproIn to automate conversion of your imaging data to BIDS.
- Annotate your metadata (all experimental details) as you collect it - see, for example, BrainVerse.
- Use a version control system for all files (data, code, environments, etc.) - i.e. DataLad.