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 …

[HTML][HTML] Minimum statistical standards for submissions to Neuroimage: Clinical

JP Roiser, DE Linden, ML Gorno-Tempinin… - NeuroImage …, 2016 - ncbi.nlm.nih.gov
The demand for reproducibility has reached fever pitch in scientific research (Baker, 2015),
in particular in the field of psychology where many classic studies of human behaviour have …

A reckoning and research agenda for neuroimaging in psychiatry

A Etkin - American Journal of Psychiatry, 2019 - Am Psychiatric Assoc
Human neuroimaging has been a core component of both research in psychiatry and
conceptual models of the brain circuit-level mechanisms underlying psychopathology …

Progress toward openness, transparency, and reproducibility in cognitive neuroscience

RO Gilmore, MT Diaz, BA Wyble… - Annals of the New York …, 2017 - Wiley Online Library
Accumulating evidence suggests that many findings in psychological science and cognitive
neuroscience may prove difficult to reproduce; statistical power in brain imaging studies is …

Elements of functional neuroimaging

TD Wager, L Hernandez, J Jonides… - Handbook of …, 2007 - books.google.com
There has been explosive interest in the use of brain imaging to study cognitive and affective
processes in recent years. Examine Figure 2.1, for example, to see the dramatic rise in …

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 …

Neuroimaging and Psychiatry: The Long Road from Bench to Bedside

HS Mayberg - Hastings Center Report, 2014 - Wiley Online Library
Advances in neuroscience have revolutionized our understanding of the central nervous
system. Neuroimaging technologies, in particular, have begun to reveal the complex …

Influence of multiple hypothesis testing on reproducibility in neuroimaging research: A simulation study and Python-based software

T Puoliväli, S Palva, JM Palva - Journal of neuroscience methods, 2020 - Elsevier
Background Reproducibility of research findings has been recently questioned in many
fields of science, including psychology and neurosciences. One factor influencing …

Brain imaging analysis

FDB Bowman - Annual review of statistics and its application, 2014 - annualreviews.org
The increasing availability of brain imaging technologies has led to intense neuroscientific
inquiry into the human brain. Studies often investigate brain function related to emotion …

Patient registries in cognitive neuroscience research: Advantages, challenges, and practical advice

LK Fellows, M Stark, A Berg… - Journal of Cognitive …, 2008 - direct.mit.edu
Neuropsychological work is the historical foundation of cognitive neuroscience and
continues to be an important method in the study of the neural basis of human behavior …