Research direction
Open data, standards and reusable pipelines
- What changed
- BIDS and robust preprocessing pipelines made it possible to move datasets and analyses across laboratories without rebuilding every workflow from scratch.
- What remains open
- Standards still capture only part of the scientific intent, and reusable pipelines do not by themselves make analyses comparable.
Selected anchor papers
Selected examples, not an exhaustive review.
Questions BR could start from
- 01
What scientific information must travel with a dataset for a new analysis to remain valid?
- 02
Which parts of a pipeline can be standardized without erasing legitimate methodological choices?
Where BR can begin
Audit public datasets and workflows, recover missing design information, and test whether supposedly equivalent pipelines produce equivalent scientific objects.