Scan once, analyse many: using large open-access neuroimaging datasets to understand the brain

CR Madan - Neuroinformatics, 2022 - Springer
We are now in a time of readily available brain imaging data. Not only are researchers now
sharing data more than ever before, but additionally large-scale data collecting initiatives …

A hitchhiker's guide to working with large, open-source neuroimaging datasets

C Horien, S Noble, AS Greene, K Lee… - Nature human …, 2021 - nature.com
Large datasets that enable researchers to perform investigations with unprecedented rigor
are growing increasingly common in neuroimaging. Due to the simultaneous increasing …

Accessible computing platforms democratize neuroimaging data analysis

LQ Uddin - Nature Methods, 2024 - nature.com
Accessible computing platforms democratize neuroimaging data analysis | Nature Methods
Skip to main content Thank you for visiting nature.com. You are using a browser version …

The OpenNeuro resource for sharing of neuroscience data

CJ Markiewicz, KJ Gorgolewski, F Feingold, R Blair… - Elife, 2021 - elifesciences.org
The sharing of research data is essential to ensure reproducibility and maximize the impact
of public investments in scientific research. Here, we describe OpenNeuro, a BRAIN …

Overfitting the literature to one set of stimuli and data

T Grootswagers, AK Robinson - Frontiers in human neuroscience, 2021 - frontiersin.org
A large number of papers in Computational Cognitive Neuroscience are developing and
testing novel analysis methods using one specific neuroimaging dataset and problematic …

OpenNeuro: An open resource for sharing of neuroimaging data

CJ Markiewicz, KJ Gorgolewski, F Feingold, R Blair… - BioRxiv, 2021 - biorxiv.org
The sharing of research data is essential to ensure reproducibility and maximize the impact
of public investments in scientific research. Here we describe OpenNeuro, a BRAIN Initiative …

COINS: an innovative informatics and neuroimaging tool suite built for large heterogeneous datasets

A Scott, W Courtney, D Wood, R De la Garza… - Frontiers in …, 2011 - frontiersin.org
The availability of well-characterized neuroimaging data with large numbers of subjects,
especially for clinical populations, is critical to advancing our understanding of the healthy …

[PDF][PDF] M., Munafò, MR,... Yarkoni, T.(2017). Scanning the horizon: towards transparent and reproducible neuroimaging research. Nature Reviews Neuroscience, 18 (2 …

Neuroimaging techniques have transformed our ability to probe the neurobiological basis of
behaviour and are increasingly being applied by the wider neuroscience community …

Lessons learned: A neuroimaging research center's transition to open and reproducible science

KA Bush, ML Calvert, CD Kilts - Frontiers in big Data, 2022 - frontiersin.org
Human functional neuroimaging has evolved dramatically in recent years, driven by
increased technical complexity and emerging evidence that functional neuroimaging …

[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 …