Is the statistic value all we should care about in neuroimaging?

G Chen, PA Taylor, RW Cox - NeuroImage, 2017 - Elsevier
Here we address an important issue that has been embedded within the neuroimaging
community for a long time: the absence of effect estimates in results reporting in the …

Power and sample size calculations for fMRI studies based on the prevalence of active peaks

J Durnez, J Degryse, B Moerkerke, R Seurinck… - BioRxiv, 2016 - biorxiv.org
Highlights The manuscript presents a method to calculate sample sizes for fMRI experiments
The power analysis is based on the estimation of the mixture distribution of null and active …

The same analysis approach: Practical protection against the pitfalls of novel neuroimaging analysis methods

K Görgen, MN Hebart, C Allefeld, JD Haynes - Neuroimage, 2018 - Elsevier
Standard neuroimaging data analysis based on traditional principles of experimental
design, modelling, and statistical inference is increasingly complemented by novel analysis …

[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 …

Meta‐analysis of neuroimaging data

H Kober, TD Wager - Wiley Interdisciplinary Reviews: Cognitive …, 2010 - Wiley Online Library
As the number of neuroimaging studies that investigate psychological phenomena grows, it
becomes increasingly difficult to integrate the knowledge that has accrued across studies …

Empirical analyses of BOLD fMRI statistics

E Zarahn, GK Aguirre, M D'Esposito - Neuroimage, 1997 - Elsevier
Temporal autocorrelation, spatial coherency, and their effects on voxel-wise parametric
statistics were examined in BOLD fMRI null-hypothesis, or “noise,” datasets. Seventeen …

Highlight Results, Don't Hide Them: enhance interpretation, reduce biases and improve reproducibility

PA Taylor, RC Reynolds, V Calhoun… - Neuroimage, 2023 - Elsevier
Most neuroimaging studies display results that represent only a tiny fraction of the collected
data. While it is conventional to present" only the significant results" to the reader, here we …

Within-subject variation in BOLD-fMRI signal changes across repeated measurements: quantification and implications for sample size

BB Zandbelt, TE Gladwin, M Raemaekers… - Neuroimage, 2008 - Elsevier
Functional magnetic resonance imaging (fMRI) can be used to detect experimental effects
on brain activity across measurements. The success of such studies depends on the size of …

Analysis of a large fMRI cohort: Statistical and methodological issues for group analyses

B Thirion, P Pinel, S Mériaux, A Roche, S Dehaene… - Neuroimage, 2007 - Elsevier
The aim of group fMRI studies is to relate contrasts of tasks or stimuli to regional brain
activity increases. These studies typically involve 10 to 16 subjects. The average regional …

Replication and generalization in applied neuroimaging

G Lerma-Usabiaga, P Mukherjee, Z Ren, ML Perry… - Neuroimage, 2019 - Elsevier
There is much interest in translating neuroimaging findings into meaningful clinical
diagnostics. The goal of scientific discoveries differs from clinical diagnostics. Scientific …