Distributed data : standards, governance and analyses in neurosciences
This talk will review some sociological and technical aspects associated with the standards, governance structure and data analyses of distributed data.
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Data-Science
2025
Datalad Reproducibility for High Performance Computing: The Datalad Slurm Extension
Datalad run and rerun are incompatible with HPC.
DataChain: Query and Version Your Cloud Storage Without Moving a File
Open-source DataChain tool adds querying, versioning, and metadata to raw files—right where they are.
BIDS-flux
Continuous federated multi-site MRI dataset creation from research instruments to open-publication with a Datalad backbone.
2024
Reproducible and replicable data science in the presence of patient confidentiality concerns by utilizing git-annex and the Data Science Orchestrator
Health-related data for patients is among the most sensitive data when it comes to data privacy concerns.