Neurodesk

Neurodesk provides a containerized suite of neuroimaging software to enable reproducible and portable execution of neuroimaging data analysis across personal computers, high-performance computing systems, cloud environments, and Jupyter Notebooks.


Key Features:

  • Containerized software libraries: Encapsulates software environments using software containers to ensure consistent execution and outputs.
  • Reproducible pipelines: Enables creation and execution of fully reproducible data analysis pipelines for neuroimaging.
  • Mitigation of installation variability: Packages dependencies to reduce installation difficulties and variability in results across different computing setups.
  • Platform support: Supports execution on personal computers, high-performance computing systems, cloud environments, and Jupyter Notebooks.
  • Extensible software suite: Supports a growing suite of neuroimaging software expanded through community contributions.

Scientific Applications:

  • Reproducible neuroimaging analyses: Construction and execution of reproducible data analysis pipelines for neuroimaging studies.
  • Cross-environment reproducibility assessment: Comparative analyses of results across different computing environments to assess reproducibility.
  • Large-scale neuroimaging workflows: Deployment of neuroimaging workflows on high-performance computing systems and cloud environments for large-scale studies.

Methodology:

Neurodesk uses containerized software libraries to encapsulate the software environment, ensuring consistent execution and output and enabling reproducible neuroimaging pipelines.

Topics

Details

Cost:
Free of charge
Tool Type:
command-line tool, desktop application, library
Operating Systems:
Mac, Linux, Windows
Added:
4/27/2023
Last Updated:
11/24/2024

Operations

Publications

Bollmann S, Renton A, Dao T, Johnstone T, Civier O, Sullivan R, White D, Lyons P, Slade B, Abbott D, Amos T, Bollmann S, Botting A, Campbell M, Chang J, Close T, Eckstein K, Egan G, Evas S, Flandin G, Garner K, Garrido M, Ghosh S, Grignard M, Hannan A, Huber L(, Kaczmarzyk J, Kasper L, Kuhlmann L, Lou K, Mantilla-Ramos Y, Mattingley J, Morris J, Narayanan A, Pestilli F, Puce A, Ribeiro F, Rogasch N, Rorden C, Schira M, Shaw T, Sowman P, Spitz G, Stewart A, Ye X, Zhu J, Hughes M, Narayanan A. Neurodesk: An accessible, flexible, and portable data analysis environment for reproducible neuroimaging. Unknown Journal. 2023. doi:10.21203/rs.3.rs-2649734/v1. PMID:36993557. PMCID:PMC10055538.

Documentation

Links