Towards Standards and Benchmarks for Reproducible Neuroimaging Research (2025-2027)
Abstract
This project aims to address the reproducibility crisis in neuroimaging by developing methodologies and standards for defining reproducible, benchmarked analysis pipelines. It expects to generate new knowledge about the extent of reproducibility challenges and develop standardised methods for describing analyses from raw data to outputs. Planned outcomes include implementing and integrating these standards with established neuroimaging platforms like Neurodesk and Brainlife for community dissemination. This should provide significant benefits by enabling researchers to reuse, build upon and trust published findings, accelerating scientific discovery and positioning Australia's neuroimaging scientists to lead in reproducible neuroscience.
