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Journal articles
Scanning the horizon: towards transparent and reproducible neuroimaging research
Russell Poldrack
1
Chris Baker
2
Joke Durnez
3
Krzysztof Gorgolewski
1
Paul Matthews
4
Marcus Munafò
5
Thomas Nichols
6
Jean-Baptiste Poline
7
Edward Vul
8
Tal Yarkoni
9
Paul M. Matthews 4
Author
Marcus Munafò 5
Author
Thomas E Nichols 6
Author
Jean-Baptiste Poline 7
Author
Edward Vul 8
Author
Tal Yarkoni 9
Author
1
Stanford University (450 Serra Mall, Stanford, CA 94305-2004 - United States)
2
NIH - National Institutes of Health [Bethesda] (9000 Rockville Pike, Bethesda, Maryland 20892 - United States)
3
NEUROSPIN - Service NEUROSPIN (France)
- Université Paris-Saclay (Espace Technologique, Bat. Discovery - RD 128 - 2e ét., 91190 Saint-Aubin - France)
- DRF (CEA) - Direction de Recherche Fondamentale (CEA) : DRF/JOLIOT (Direction de Recherche Fondamentale
Fundamental Research Division
CEA Saclay
91191 Gif-sur-Yvette
- France)
- CEA - Commissariat à l'énergie atomique et aux énergies alternatives (Centre de Saclay Centre de Grenoble Centre de Cadarache etc - France)
4
Hammersmith Hospital & Imperial College (France)
5
University of Bristol [Bristol] (Senate House, Tyndall Avenue, Bristol BS8 1TH - United Kingdom)
6
Department of Statistics [Warwick] (Dept of Statistics University of Warwick Coventry CV4 7AL - United Kingdom)
- University of Warwick [Coventry] (Coventry CV4 7AL - United Kingdom)
7
HWNI - The Helen Wills Neuroscience Institute (3210F Tolman Hall MC 3192 Berkeley, CA 94720-3192 - United States)
- University of California [Berkeley] (Berkeley, CA - United States)
- University of California (United States)
8
UC San Diego - University of California [San Diego] (9500 Gilman Dr., La Jolla, CA 92093 USA - United States)
- University of California (United States)
9
University of Texas at Austin [Austin] (1 University Station Austin, Texas 78712 - United States)
Abstract : Functional neuroimaging techniques have transformed our ability to probe the neurobiological basis of behaviour and are increasingly being applied by the wider neuroscience community. However, concerns have recently been raised that the conclusions that are drawn from some human neuroimaging studies are either spurious or not generalizable. Problems such as low statistical power, flexibility in data analysis, software errors and a lack of direct replication apply to many fields, but perhaps particularly to functional MRI. Here, we discuss these problems, outline current and suggested best practices, and describe how we think the field should evolve to produce the most meaningful and reliable answers to neuroscientific questions.
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https://hal-cea.archives-ouvertes.fr/cea-01896468
Contributor : Bruno Savelli <>
Submitted on : Tuesday, October 16, 2018 - 10:56:54 AM
Last modification on : Thursday, February 25, 2021 - 9:46:05 AM
Contributor : Bruno Savelli <>
Submitted on : Tuesday, October 16, 2018 - 10:56:54 AM
Last modification on : Thursday, February 25, 2021 - 9:46:05 AM
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- HAL Id : cea-01896468, version 1
- DOI : 10.1038/nrn.2016.167
Citation
Russell Poldrack, Chris Baker, Joke Durnez, Krzysztof Gorgolewski, Paul Matthews, et al.. Scanning the horizon: towards transparent and reproducible neuroimaging research. Nature Reviews Neuroscience, Nature Publishing Group, 2017, 18 (2), pp.115 - 126. ⟨10.1038/nrn.2016.167⟩. ⟨cea-01896468⟩
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