brainlife.io

Type: Software,

Keywords: Cloud computing, Data analysis, Neuroimaging, Orchestration, Workflows, MRI, EEG, MEG, Behavior, Visualization,

Resource ID: SCR_020940

Free and secure reproducible neuroscience analysis platform

brainlife.io is a free and secure reproducible neuroscience analysis platform. The platform support data preprocessing, visualization and analysis. Users can analyze data on brainlife.io by either uploading or importing it from public archives. Over 400+ pre-processing apps are available to build your custom workflows. Thousands of jobs can be submitted using shared clusters or on your own computer. Perform group-level statistical analysis or apply machine learning methods using Jupyter notebooks. Publish your full workflow from raw data to published figures in an integrated bundle with a single DOI.

HIGHLIGHTS

*An international cloud computing platform.

*Reproducible data management

*Automated capture of data provenance

*Data preprocessing (quality control, artifact removal)

*Data analysis (Jupyter Notebooks)

*FAIR data publishing; a single record with processing applications, data and Jupyter notebook is shared

*Supports customized Data User Agreements and Governance Frameworks

EXAMPLE USES

*Researchers can upload their MRI or EEG, MEG data and process it using existing Applications

*Researchers can develop their own data processing applications and register them on brainlife.io as reproducible web services (Apps)

*Researchers can register data visualization toolboxes on brainlife.io