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
1 Stanford University [Stanford]
2 NIH - National Institutes of Health [Bethesda]
3 NEUROSPIN - Service NEUROSPIN
4 Hammersmith Hospital & Imperial College
5 University of Bristol [Bristol]
6 Department of Statistics [Warwick]
7 HWNI - The Helen Wills Neuroscience Institute
8 UC San Diego - University of California [San Diego]
9 University of Texas at Austin [Austin]
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.
Document type :
Journal articles
Complete list of metadatas
https://hal-cea.archives-ouvertes.fr/cea-01896468
Contributor : Bruno Savelli <>
Submitted on : Tuesday, October 16, 2018 - 10:56:54 AM
Last modification on : Wednesday, January 8, 2020 - 1:37:18 AM

Links full text

openaccess

Identifiers

Collections

CEA | JOLIOT | CEA-DRF | NEUROSPIN | UNIV-PARIS-SACLAY | CEA-UPSAY

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⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

100

Contact

Informations

CCSD