A practical guide for improving transparency and reproducibility in neuroimaging research

KJ Gorgolewski, RA Poldrack - PLoS biology, 2016 - journals.plos.org
Recent years have seen an increase in alarming signals regarding the lack of replicability in
neuroscience, psychology, and other related fields. To avoid a widespread crisis in …

[HTML][HTML] Open and reproducible neuroimaging: From study inception to publication

G Niso, R Botvinik-Nezer, S Appelhoff, A De La Vega… - NeuroImage, 2022 - Elsevier
Empirical observations of how labs conduct research indicate that the adoption rate of open
practices for transparent, reproducible, and collaborative science remains in its infancy. This …

[HTML][HTML] Survey on open science practices in functional neuroimaging

C Paret, N Unverhau, F Feingold, RA Poldrack… - NeuroImage, 2022 - Elsevier
Replicability and reproducibility of scientific findings is paramount for sustainable progress
in neuroscience. Preregistration of the hypotheses and methods of an empirical study before …

Reproducibility

M McNutt - Science, 2014 - science.org
Science advances on a foundation of trusted discoveries. Reproducing an experiment is one
important approach that scientists use to gain confidence in their conclusions. Recently, the …

Reproducibility in neuroimaging analysis: challenges and solutions

R Botvinik-Nezer, TD Wager - Biological Psychiatry: Cognitive …, 2023 - Elsevier
Recent years have marked a renaissance in efforts to increase research reproducibility in
psychology, neuroscience, and related fields. Reproducibility is the cornerstone of a solid …

ITK: enabling reproducible research and open science

M McCormick, X Liu, J Jomier, C Marion… - Frontiers in …, 2014 - frontiersin.org
Reproducibility verification is essential to the practice of the scientific method. Researchers
report their findings, which are strengthened as other independent groups in the scientific …

No raw data, no science: another possible source of the reproducibility crisis

T Miyakawa - Molecular brain, 2020 - Springer
A reproducibility crisis is a situation where many scientific studies cannot be reproduced.
Inappropriate practices of science, such as HARKing, p-hacking, and selective reporting of …

Everything matters: the ReproNim perspective on reproducible neuroimaging

DN Kennedy, SA Abraham, JF Bates… - Frontiers in …, 2019 - frontiersin.org
There has been a recent major upsurge in the concerns about reproducibility in many areas
of science. Within the neuroimaging domain, one approach is to promote reproducibility is to …

Solving reproducibility

S Buck - Science, 2015 - science.org
The reproducibility problem in science is a familiar issue, not only within the scientific
community, but with the general public as well. Recent developments in social psychology …

The costs of reproducibility

RA Poldrack - Neuron, 2019 - cell.com
Improving the reproducibility of neuroscience research is of great concern, especially to
early-career researchers (ECRs). Here I outline the potential costs for ECRs in adopting …