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Open and reproducible neuroimaging: from study inception to publication

Guiomar Niso 1, 2 Rotem Botvinik-Nezer 3 Stefan Appelhoff 4 Alejandro de La Vega 5 Oscar Esteban 6, 7 Joset Etzel 8 Karolina Finc 9 Melanie Ganz 10, 11 Remi Gau 12 Yaroslav Halchenko 3 Peer Herholz 13 Agah Karakuzu 14, 15 David Keator 16 Christopher Johnson Markiewicz 7 Camille Maumet 17 Cyril Pernet 10 Franco Pestilli 1, 5 Nazek Queder 16 Tina Schmitt 18 Weronika Sójka 9 Adina Svenja Wagner 19 Kirstie Jane Whitaker 20 Jochem Rieger 18 
Abstract : Empirical observations of how labs conduct research indicate that the adoption rate of open practices for transparent, reproducible, and collaborative science remains in its infancy. This is at odds with the overwhelming evidence for the necessity of these practices and their benefits for individual researchers, scientific progress, and society in general. To date, information required for implementing open science practices throughout the different steps of a research project is scattered among many different sources. Even experienced researchers in the topic find it hard to navigate the ecosystem of tools and to make sustainable choices. Here, we provide an integrated overview of community-developed resources that can support collaborative, open, and reproducible neuroimaging throughout the entire research cycle from inception to publication and across different neuroimaging modalities. We review tools and practices supporting study inception and planning, data acquisition, research data management, data processing and analysis, and research dissemination. We believe it will prove helpful for researchers and institutions to make a successful and sustainable move towards open and reproducible science and to eventually take an active role in its future development.
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Submitted on : Tuesday, April 19, 2022 - 5:39:08 PM
Last modification on : Friday, September 16, 2022 - 9:08:05 AM
Long-term archiving on: : Wednesday, July 20, 2022 - 7:01:11 PM


Open and reproducible neuroima...
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Guiomar Niso, Rotem Botvinik-Nezer, Stefan Appelhoff, Alejandro de La Vega, Oscar Esteban, et al.. Open and reproducible neuroimaging: from study inception to publication. NeuroImage, Elsevier, In press, ⟨10.1016/j.neuroimage.2022.119623⟩. ⟨inserm-03646706⟩



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