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Best practices in data analysis and sharing in neuroimaging using MRI
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Nichols, Thomas E., Das, Samir, Eickhoff, Simon B., Evans, Alan C., Glatard, Tristan, Hanke, Michael, Kriegeskorte, Nikolaus, Milham, Michael P., Poldrack, Russell A., Poline, Jean-Baptiste, Proal, Erika, Thirion, Bertrand, Van Essen, David C., White, Tonya and Yeo, B.T. Thomas (2017) Best practices in data analysis and sharing in neuroimaging using MRI. Nature Neuroscience, 20 (3). pp. 299-303. doi:10.1101/054262 ISSN 1097-6256.
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Official URL: https://doi.org/10.1101/054262
Abstract
Given concerns about the reproducibility of scientific findings, neuroimaging must define best practices for data analysis, results reporting, and algorithm and data sharing to promote transparency, reliability and collaboration. We describe insights from developing a set of recommendations on behalf of the Organization for Human Brain Mapping, and identify barriers that impede these practices, including how the discipline must change to fully exploit the potential of the world’s neuroimaging data.
Item Type: | Journal Article | ||||||||||||||||||||||||||||||||||||||||||||||||
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Subjects: | R Medicine > RC Internal medicine | ||||||||||||||||||||||||||||||||||||||||||||||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Statistics | ||||||||||||||||||||||||||||||||||||||||||||||||
Library of Congress Subject Headings (LCSH): | Neurosciences -- Standards, Magnetic resonance imaging , Diagnostic imaging | ||||||||||||||||||||||||||||||||||||||||||||||||
Journal or Publication Title: | Nature Neuroscience | ||||||||||||||||||||||||||||||||||||||||||||||||
Publisher: | Nature Publishing Group | ||||||||||||||||||||||||||||||||||||||||||||||||
ISSN: | 1097-6256 | ||||||||||||||||||||||||||||||||||||||||||||||||
Official Date: | 23 February 2017 | ||||||||||||||||||||||||||||||||||||||||||||||||
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Volume: | 20 | ||||||||||||||||||||||||||||||||||||||||||||||||
Number: | 3 | ||||||||||||||||||||||||||||||||||||||||||||||||
Page Range: | pp. 299-303 | ||||||||||||||||||||||||||||||||||||||||||||||||
DOI: | 10.1101/054262 | ||||||||||||||||||||||||||||||||||||||||||||||||
Status: | Peer Reviewed | ||||||||||||||||||||||||||||||||||||||||||||||||
Publication Status: | Published | ||||||||||||||||||||||||||||||||||||||||||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||||||||||||||||||||||||||||||||||||||||||
Date of first compliant deposit: | 16 January 2017 | ||||||||||||||||||||||||||||||||||||||||||||||||
Date of first compliant Open Access: | 23 September 2017 | ||||||||||||||||||||||||||||||||||||||||||||||||
Funder: | Wellcome Trust (London, England), National Institutes of Health (U.S.) (NIH), Singapore. Ministry of Education, National university of Singapore, Medical Research Council (Singapore) (MRC), Deutsche Forschungsgemeinschaft (DFG), National Institute of Mental Health (U.S.) (NIMH), Seventh Framework Programme (European Commission) (FP7), Germany. Bundesstaat. Saxony-Anhalt, European Regional Development Fund (ERDF), Medical Research Council (Great Britain) (MRC), European Research Council (ERC), Ludmer Centre for Neuroinformatics and Mental Health, Nederlandse Organisatie voor Wetenschappelijk Onderzoek. Medische Wetenschappen (ZonMw), Arnold Foundation | ||||||||||||||||||||||||||||||||||||||||||||||||
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