4.7 Article

Reliability and stability challenges in ABCD task fMRI data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Neurosciences

Trial and error: A hierarchical modeling approach to test-retest reliability

Gang Chen et al.

Summary: This article discusses the issue of reliability in neuroimaging studies using the test-retest method, highlighting the risk of low reliability in common cognitive tasks. It proposes a hierarchical framework to evaluate reliability, suggesting that traditional intraclass correlation statistics may underestimate reliability and more trials are needed for accurate reliability estimates.

NEUROIMAGE (2021)

Article Neurosciences

Meaningful associations in the adolescent brain cognitive development study

Anthony Steven Dick et al.

Summary: The ABCD Study is the largest longitudinal study in the United States focusing on neurodevelopment and children's health, with aims to explore adolescent brain cognitive development through assessments covering various aspects like mental health, substance use, culture, environment, neurocognition, and genetics. Recruiting approximately 11,880 children aged 9-10 and their parents/guardians, the study will involve annual in-person visits for at least 10 years. The data collected will be utilized for meaningful associations, population inferences, hypothesis testing, power and precision evaluations, and best practices in reproducible research and reporting results.

NEUROIMAGE (2021)

Article Neurosciences

Test-Retest Reliability of Neural Correlates of Response Inhibition and Error Monitoring: An fMRI Study of a Stop-Signal Task

Ozlem Korucuoglu et al.

Summary: This study investigated the test-retest reliability (TRR) of response inhibition (RI) and error monitoring (EM)-related brain activations using a stop signal task in young adults. It identified brain regions with good TRR for RI and EM activations, with certain regions showing higher reliability and factors such as task duration and motion affecting the reliability. The study also found that applying a noise removal method improved the reliability of the results.

FRONTIERS IN NEUROSCIENCE (2021)

Article Neurosciences

The longitudinal stability of fMRI activation during reward processing in adolescents and young adults

David A. A. Baranger et al.

Summary: Two longitudinal studies conducted on adolescents and young adults found that functional neuroimaging activation during reward tasks exhibited partially trait-like properties over 1-2 years. Activation in reward regions was less stable than in non-task networks, and regions with higher between-subject variability showed greater stability in both samples.

NEUROIMAGE (2021)

Article Neurosciences

Baseline brain function in the preadolescents of the ABCD Study

B. Chaarani et al.

Summary: The ABCD Study is a 10-year longitudinal study aiming to track neurodevelopment and individual differences in brain function. Activation patterns from three different fMRI tasks completed at baseline were reported, showing robust brain activations consistent with previous literature.

NATURE NEUROSCIENCE (2021)

Article Neurosciences

Which multiband factor should you choose for your resting-state fMRI study?

Benjamin B. Risk et al.

Summary: Multiband acquisition is a popular technique in resting-state functional connectivity studies, increasing temporal resolution but also amplifying noise in deeper brain regions. Evaluation of different MB factors and single-band acquisitions suggests that choosing the appropriate acquisition method can improve research efficiency and accuracy.

NEUROIMAGE (2021)

Review Behavioral Sciences

Striving toward translation: strategies for reliable fMRI measurement

Maxwell L. Elliott et al.

Summary: Recent studies have found that many widely used fMRI measures have low reliability, as they were designed to identify group effects rather than to precisely quantify individual differences. Four emerging strategies have been highlighted to improve the reliability of fMRI measures, including extended aggregation, reliability modeling, multiecho fMRI (ME-fMRI), and stimulus design. By adopting these strategies, it is hoped that fMRI can fulfill its potential as a clinical tool.

TRENDS IN COGNITIVE SCIENCES (2021)

Article Behavioral Sciences

A guide to the measurement and interpretation of fMRI test-retest reliability

Stephanie Noble et al.

Summary: Recent discussions on the test-retest reliability of functional neuroimaging data indicate that standard univariate measures have poor reliability, emphasizing the need for more effective multivariate approaches to improve reliability. It is important to consider choices that improve reliability without compromising validity.

CURRENT OPINION IN BEHAVIORAL SCIENCES (2021)

Article Multidisciplinary Sciences

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

Rotem Botvinik-Nezer et al.

NATURE (2020)

Article Psychology, Multidisciplinary

What Is the Test-Retest Reliability of Common Task-Functional MRI Measures? New Empirical Evidence and a Meta-Analysis

Maxwell L. Elliott et al.

PSYCHOLOGICAL SCIENCE (2020)

Article Behavioral Sciences

Neural responses to children's faces: Test-retest reliability of structural and functional MRI

Esther Heckendorf et al.

BRAIN AND BEHAVIOR (2019)

Review Psychology, Developmental

Puberty and functional brain development in humans: Convergence in findings?

Junqiang Dai et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2019)

Review Psychology, Developmental

Test-retest reliability of longitudinal task-based fMRI: Implications for developmental studies

Megan M. Herting et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2018)

Review Psychology, Developmental

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

B. J. Casey et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2018)

Article Psychology, Developmental

Recruiting the ABCD sample: Design considerations and procedures

H. Garavan et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2018)

Editorial Material Psychology, Developmental

Implications of the ABCD study for developmental neuroscience

Sarah W. Feldstein Ewing et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2018)

Review Psychology, Developmental

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

Nora D. Volkow et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2018)

Article Family Studies

Adolescent Brain Development: Implications for Understanding Risk and Resilience Processes Through Neuroimaging Research

Amanda Sheffield Morris et al.

JOURNAL OF RESEARCH ON ADOLESCENCE (2018)

Article Psychology, Educational

N-back Working Memory Task: Meta-analysis of Normative fMRI Studies With Children

Zachary Yaple et al.

CHILD DEVELOPMENT (2018)

Article Neurosciences

Data Quality Influences Observed Links Between Functional Connectivity and Behavior

Joshua S. Siegel et al.

CEREBRAL CORTEX (2017)

Article Psychology, Biological

Genome-wide association study of working memory brain activation

Gabriella A. M. Blokland et al.

INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY (2017)

Article Neurosciences

Scanning the horizon: towards transparent and reproducible neuroimaging research

Russell A. Poldrack et al.

NATURE REVIEWS NEUROSCIENCE (2017)

Article Neurosciences

Precision Functional Mapping of Individual Human Brains

Evan M. Gordon et al.

NEURON (2017)

Article Psychology, Developmental

Children's head motion during fMRI tasks is heritable and stable over time

Laura E. Engelhardt et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2017)

Article Multidisciplinary Sciences

A multi-modal parcellation of human cerebral cortex

Matthew F. Glasser et al.

NATURE (2016)

Article Neurosciences

Spatial and Temporal Characteristics of Error-Related Activity in the Human Brain

Maital Neta et al.

JOURNAL OF NEUROSCIENCE (2015)

Article Neurosciences

Amygdala habituation: A reliable fMRI phenotype

Michael M. Plichta et al.

NEUROIMAGE (2014)

Article Psychology, Educational

Generalizability theory: A practical guide to study design, implementation, and interpretation

Amy M. Briesch et al.

JOURNAL OF SCHOOL PSYCHOLOGY (2014)

Article Neurosciences

The minimal preprocessing pipelines for the Human Connectome Project

Matthew F. Glasser et al.

NEUROIMAGE (2013)

Article Psychology, Biological

Test-retest reliability of amygdala response to emotional faces

Colin L. Sauder et al.

PSYCHOPHYSIOLOGY (2013)

Article Psychology, Developmental

How stable is activation in the amygdala and prefrontal cortex in adolescence? A study of emotional face processing across three measurements

Bianca G. van den Bulk et al.

DEVELOPMENTAL COGNITIVE NEUROSCIENCE (2013)

Review Neurosciences

FSL

Mark Jenkinson et al.

NEUROIMAGE (2012)

Article Neurosciences

The Role of Puberty in the Developing Adolescent Brain

Sarah-Jayne Blakemore et al.

HUMAN BRAIN MAPPING (2010)

Article Neurosciences

Retest reliability of reward-related BOLD signals

Klaus Fliessbach et al.

NEUROIMAGE (2010)

Article Neurosciences

Measuring fMRI reliability with the intra-class correlation coefficient

Alejandro Caceres et al.

NEUROIMAGE (2009)

Article Psychology, Multidisciplinary

Puzzlingly High Correlations in fMRI Studies of Emotion, Personality, and Social Cognition

Edward Vul et al.

PERSPECTIVES ON PSYCHOLOGICAL SCIENCE (2009)

Review Neurosciences

OPINION Why do many psychiatric disorders emerge during adolescence?

Tomas Paus et al.

NATURE REVIEWS NEUROSCIENCE (2008)

Article Neurosciences

Detecting and adjusting for artifacts in fMRI time series data

J Diedrichsen et al.

NEUROIMAGE (2005)

Article Psychology, Applied

A comparison of the reliabilities of four types of difference scores for five cognitive assessment batteries

JC Caruso

EUROPEAN JOURNAL OF PSYCHOLOGICAL ASSESSMENT (2004)