Scanning the Horizon: Towards transparent and reproducible neuroimaging research
release_7fdlzafrp5f5lasvzwtipzgriy
by
Russell Poldrack, Chris I Baker, Joke Durnez, Krzysztof Jacek Gorgolewski, Paul M. Matthews, Marcus Munafo, Thomas Nichols, Jean-Baptiste Poline, Edward Vul, Tal Yarkoni
2016
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 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 lack of direct replication apply to many fields, but perhaps particularly to fMRI. 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 answers to neuroscientific questions.
In application/xml+jats
format
Archived Files and Locations
application/pdf 747.3 kB
file_nlno7mjeubdjnjvwkph565exai
|
www.biorxiv.org (repository) web.archive.org (webarchive) |
application/pdf 771.2 kB
file_6oy4kqutn5dctha6qzqhf5y4wa
|
research-information.bris.ac.uk (web) web.archive.org (webarchive) |
application/pdf 772.0 kB
file_knnmf7gkmrahzimtaoe4up4474
|
research-information.bris.ac.uk (web) web.archive.org (webarchive) |
application/pdf 468.1 kB
file_j7ud64b23rf5lkivsk6sqgmvia
|
www.biorxiv.org (repository) web.archive.org (webarchive) |
application/pdf 720.5 kB
file_ctsh34bvljgldcrsb6j5qwwzmq
|
www.biorxiv.org (web) web.archive.org (webarchive) |
application/pdf 1.2 MB
file_xdk5bqc4ufewznkfuhjqb4txlm
|
ora.ox.ac.uk (web) web.archive.org (webarchive) |
application/pdf 1.2 MB
file_vh64nb3rorckrp6m4lbzwcu2ym
|
web.archive.org (webarchive) www.biorxiv.org (web) |
application/pdf 1.2 MB
file_aggdudzkpjbzzidarh7qmt7dtq
|
web.archive.org (webarchive) www.biorxiv.org (web) |
post
Stage
unknown
Date 2016-06-16
10.1101/059188
access all versions, variants, and formats of this works (eg, pre-prints)
Crossref Metadata (via API)
Worldcat
wikidata.org
CORE.ac.uk
Semantic Scholar
Google Scholar