Reproducible brain-wide association studies require thousands of individuals

Brain network reorganisation in an adolescent after bilateral perinatal strokes

(2021) Timothy O Laumann et al.   LANCET NEUROLOGY

Baseline brain function in the preadolescents of the ABCD Study

(2021) B. Chaarani et al.   NATURE NEUROSCIENCE

Lowering the thermal noise barrier in functional brain mapping with magnetic resonance imaging

(2021) Luca Vizioli et al.   Nature Communications

Challenges for assessing replicability in preclinical cancer biology

(2021) Timothy M Errington et al.   eLife

Influence of Processing Pipeline on Cortical Thickness Measurement

(2020) Shahrzad Kharabian Masouleh et al.   CEREBRAL CORTEX

Variability in the analysis of a single neuroimaging dataset by many teams

(2020) Rotem Botvinik-Nezer et al.   NATURE

The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions

(2020) Thomas J. Littlejohns et al.   Nature Communications

How scientists can stop fooling themselves over statistics

(2020) Dorothy Bishop   NATURE

Plasticity and Spontaneous Activity Pulses in Disused Human Brain Circuits

(2020) Dillan J. Newbold et al.   NEURON

The Brain–Cognitive Behavior Problem: A Retrospective

(2020) György Buzsáki   eNeuro

Functional reorganization of brain networks across the human menstrual cycle

(2020) Laura Pritschet et al.   NEUROIMAGE

Evaluating the evidence for biotypes of depression: Methodological replication and extension of

(2019) Richard Dinga et al.   NeuroImage-Clinical

No Support for Historical Candidate Gene or Candidate Gene-by-Interaction Hypotheses for Major Depression Across Multiple Large Samples

(2019) Richard Border et al.   AMERICAN JOURNAL OF PSYCHIATRY

Empirical examination of the replicability of associations between brain structure and psychological variables

(2019) Shahrzad Kharabian Masouleh et al.   eLife

Identifying Reproducible Individual Differences in Childhood Functional Brain Networks: An ABCD Study

(2019) Scott Marek et al.   Developmental Cognitive Neuroscience

A set of functionally-defined brain regions with improved representation of the subcortex and cerebellum

(2019) Benjamin A. Seitzman et al.   NEUROIMAGE

Correction of respiratory artifacts in MRI head motion estimates

(2019) Damien A. Fair et al.   NEUROIMAGE

Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals

(2018) James J. Lee et al.   NATURE GENETICS

Functional Brain Networks Are Dominated by Stable Group and Individual Factors, Not Cognitive or Daily Variation

(2018) Caterina Gratton et al.   NEURON

Statistical Challenges in “Big Data” Human Neuroimaging

(2018) Stephen M. Smith et al.   NEURON

Task-induced brain state manipulation improves prediction of individual traits

(2018) Abigail S. Greene et al.   Nature Communications

The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites

(2018) B.J. Casey et al.   Developmental Cognitive Neuroscience

Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: Rationale and description

(2018) Deanna M. Barch et al.   Developmental Cognitive Neuroscience

The conception of the ABCD study: From substance use to a broad NIH collaboration

(2018) Nora D. Volkow et al.   Developmental Cognitive Neuroscience

Scanning the horizon: towards transparent and reproducible neuroimaging research

(2017) Russell A. Poldrack et al.   NATURE REVIEWS NEUROSCIENCE

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity

(2017) Rastko Ciric et al.   NEUROIMAGE

Real-time motion analytics during brain MRI improve data quality and reduce costs

(2017) Nico U.F. Dosenbach et al.   NEUROIMAGE

Cross-validation failure: Small sample sizes lead to large error bars

(2017) Gaël Varoquaux   NEUROIMAGE

Precision Functional Mapping of Individual Human Brains

(2017) Evan M. Gordon et al.   NEURON

Multimodal population brain imaging in the UK Biobank prospective epidemiological study

(2016) Karla L Miller et al.   NATURE NEUROSCIENCE

A purely confirmatory replication study of structural brain-behavior correlations

(2015) Wouter Boekel et al.   CORTEX

A positive-negative mode of population covariation links brain connectivity, demographics and behavior

(2015) Stephen M Smith et al.   NATURE NEUROSCIENCE

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

(2015) Cathie Sudlow et al.   PLOS MEDICINE

Generation and Evaluation of a Cortical Area Parcellation from Resting-State Correlations

(2014) Evan M. Gordon et al.   CEREBRAL CORTEX

Reliability and Validity of Composite Scores from the NIH Toolbox Cognition Battery in Adults

(2014) Robert K. Heaton et al.   JOURNAL OF THE INTERNATIONAL NEUROPSYCHOLOGICAL SOCIETY

Scientific method: Statistical errors

(2014) Regina Nuzzo   NATURE

Publication and other reporting biases in cognitive sciences: detection, prevalence, and prevention

(2014) John P.A. Ioannidis et al.   TRENDS IN COGNITIVE SCIENCES

Confidence and precision increase with high statistical power

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

Power failure: why small sample size undermines the reliability of neuroscience

(2013) Katherine S. Button et al.   NATURE REVIEWS NEUROSCIENCE

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

The nuisance of nuisance regression: Spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity

(2013) Michael N. Hallquist et al.   NEUROIMAGE

Function in the human connectome: Task-fMRI and individual differences in behavior

(2013) Deanna M. Barch et al.   NEUROIMAGE

The minimal preprocessing pipelines for the Human Connectome Project

(2013) Matthew F. Glasser et al.   NEUROIMAGE

Raise standards for preclinical cancer research

(2012) C. Glenn Begley et al.   NATURE

The Human Connectome Project: A data acquisition perspective

(2012) D.C. Van Essen et al.   NEUROIMAGE

Differentiating BOLD and non-BOLD signals in fMRI time series using multi-echo EPI

(2011) Prantik Kundu et al.   NEUROIMAGE

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

(2011) Jonathan D. Power et al.   NEUROIMAGE

Informatics and Data Mining Tools and Strategies for the Human Connectome Project

(2011) Daniel S. Marcus et al.   Frontiers in Neuroinformatics

A reproducible evaluation of ANTs similarity metric performance in brain image registration

(2010) Brian B. Avants et al.   NEUROIMAGE

Identifying natural images from human brain activity

(2008) Kendrick N. Kay et al.   NATURE

Ecological Momentary Assessment

(2007) Saul Shiffman et al.   Annual Review of Clinical Psychology