brainlife.io: a decentralized and open-source cloud platform to support neuroscience research.
Where this comes from
- Record sourced from PubMed, PMID 38605111.
- Also identified by DOI 10.1038/s41592-024-02237-2 and PMC identifier 11093740.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
Neuroscience is advancing standardization and tool development to support rigor and transparency. Consequently, data pipeline complexity has increased, hindering FAIR (findable, accessible, interoperable and reusable) access. brainlife.io was developed to democratize neuroimaging research. The platform provides data standardization, management, visualization and processing and automatically tracks the provenance history of thousands of data objects. Here, brainlife.io is described and evaluated for validity, reliability, reproducibility, replicability and scientific utility using four data modalities and 3,200 participants.
Medical subject headings
- Neurosciences
- Cloud Computing