XNAT + Neurodesk + JupyterHub: A Powerful Platform for Neuroimaging Analysis
An open, robust and efficient platform plays a critical role in Neuroimaging data management, analysis, and collaboration. The Australian Imaging Service (AIS), as a national platform for secure imaging management, analysis, informatics and machine learning, aims to bring and integrate various Neuroimaging platforms together to advance Neuroimaging research. JupyterHub serves as a collaborative platform for hosting Jupyter Notebooks, empowering interactive data exploration, visualisation, and analysis among multiple users in distributed environments. Neurodesk is an open-source software platform designed to facilitate the deployment and execution of Neuroimaging and neuroscience analysis tools in a containerised and reproducible environment. XNAT is an open-source Neuroimaging data management platform that serves as a central repository for storing and managing Neuroimaging data. By integrating XNAT, JupyterHub and Neurodesk platform, we have extended the AIS ecosystem to provide researchers with a browser-accessible virtual desktop environment for working on data securely stored in XNAT central repository. This integrated platform ensures efficient data pipelines, fostering consistent data analysis and workflow across a variety of users and environments.
Institutions
- The University of Sydney (AU)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2024-10-30
- DOI
- https://doi.org/10.5281/zenodo.15293439
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00