Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility

Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility

Collaborative neuroimaging research is often hindered by technological, policy, administrative, and methodological barriers, despite the abundance of available data. COINSTAC (The Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation) is a platform that successfully tack...

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Bibliographic Details
Main Authors: Dylan Martin, Sunitha Basodi, Sandeep Panta, Kelly Rootes-Murdy, Paul Prae, Anand D. Sarwate, Ross Kelly, Javier Romero, Bradley T. Baker, Harshvardhan Gazula, Jeremy Bockholt, Jessica A. Turner, Nathalia B. Esper, Alexandre R. Franco, Sergey Plis, Vince D. Calhoun
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Neuroinformatics
Subjects:
COINSTAC
neuroimaging
federated learning
reproducibility
open science
datasets
Online Access:https://www.frontiersin.org/articles/10.3389/fninf.2023.1207721/full

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