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Published on: June 3, 2020
brainlife.io: A decentralized and open source cloud platform to support neuroscience research
Brainlife.io democratizes neuroscience research by simplifying data analysis pipelines. This platform enhances data standardization, management, and processing, promoting transparency and accessibility for researchers globally.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Data Science
Background:
- Neuroscience research complexity has grown, creating barriers to FAIR data analysis.
- Standardization and tool development are crucial for research rigor and transparency.
- Existing data pipelines hinder access for many researchers worldwide.
Approach:
- The brainlife.io platform was developed to simplify neuroscience data pipelines.
- It utilizes community-driven software and hardware for open-source data standardization, management, visualization, and processing.
- The platform automatically tracks data provenance for enhanced transparency and efficiency.
Key Points:
- Brainlife.io reduces the burden of complex data pipelines in neuroscience.
- It democratizes access to modern neuroscience research tools across institutions and career levels.
- The platform supports data validity, reliability, reproducibility, and scientific utility.
Conclusions:
- Brainlife.io services produce outputs adhering to best practices in modern neuroscience research.
- The platform successfully integrates data from multiple modalities and a large participant cohort.
- It demonstrates significant potential for advancing FAIR data principles in neuroscience.
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