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Abstract Reference anatomies of the brain (‘templates’) and corresponding atlases are the foundation for reporting standardized neuroimaging results. Currently, there is no registry of templates and atlases; therefore, the redistribution of these resources occurs either bundled within existing software or in ad hoc ways such as downloads from institutional sites and general-purpose data repositories. We introduce TemplateFlow as a publicly available framework for human and non-human brain models. The framework combines an open database with software for access, management, and vetting, allowing scientists to share their resources under FAIR—findable, accessible, interoperable, and reusable—principles. TemplateFlow enables multifaceted insights into brains across species, and supports multiverse analyses testing whether results generalize across standard references, scales, and in the long term, species.more » « less
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Markiewicz, Christopher J; Gorgolewski, Krzysztof J; Feingold, Franklin; Blair, Ross; Halchenko, Yaroslav O; Miller, Eric; Hardcastle, Nell; Wexler, Joe; Esteban, Oscar; Goncavles, Mathias; et al (, eLife)The sharing of research data is essential to ensure reproducibility and maximize the impact of public investments in scientific research. Here, we describe OpenNeuro, a BRAIN Initiative data archive that provides the ability to openly share data from a broad range of brain imaging data types following the FAIR principles for data sharing. We highlight the importance of the Brain Imaging Data Structure standard for enabling effective curation, sharing, and reuse of data. The archive presently shares more than 600 datasets including data from more than 20,000 participants, comprising multiple species and measurement modalities and a broad range of phenotypes. The impact of the shared data is evident in a growing number of published reuses, currently totalling more than 150 publications. We conclude by describing plans for future development and integration with other ongoing open science efforts.more » « less
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Niso, Guiomar; Botvinik-Nezer, Rotem; Appelhoff, Stefan; De La Vega, Alejandro; Esteban, Oscar; Etzel, Joset A.; Finc, Karolina; Ganz, Melanie; Gau, Rémi; Halchenko, Yaroslav O.; et al (, NeuroImage)
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