XNAT + Neurodesk + JupyterHub: A Powerful Platform for Neuroimaging Analysis

Mr. An Zhao1, Mr. Fang Xu1, Mr. Aswin Narayanan2, Dr. Steffen Bollmann2, Prof. Tom Johnstone3, Dr. Ryan Sullivan1

1The University of Sydney, Sydney, Australia, 2The University of Queensland, Brisbane, Australia, 3Swinburne University of Technology, Melbourne, Australia

Biography:

An Zhao is Senior Analyst programmer with The University of Sydney. For details, please visit his page at https://anzhao.github.io/.

Abstract:

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.

 

 

 

 

 


Categories