Literature DB >> 29545671

The coordinate-based meta-analysis of neuroimaging data.

Pantelis Samartsidis1, Silvia Montagna2, Thomas E Nichols3, Timothy D Johnson4.   

Abstract

Neuroimaging meta-analysis is an area of growing interest in statistics. The special characteristics of neuroimaging data render classical meta-analysis methods inapplicable and therefore new methods have been developed. We review existing methodologies, explaining the benefits and drawbacks of each. A demonstration on a real dataset of emotion studies is included. We discuss some still-open problems in the field to highlight the need for future research.

Entities:  

Keywords:  functional magnetic resonance imaging; meta-analysis; neuroimaging

Year:  2017        PMID： 29545671      PMCID： PMC5849270          DOI： 10.1214/17-STS624

Source DB:  PubMed          Journal:  Stat Sci        ISSN： 0883-4237            Impact factor:   2.901


  58 in total

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Authors:  Peter E Turkeltaub; Guinevere F Eden; Karen M Jones; Thomas A Zeffiro
Journal:  Neuroimage       Date:  2002-07       Impact factor: 6.556

2.  Neuroimaging studies of shifting attention: a meta-analysis.

Authors:  Tor D Wager; John Jonides; Susan Reading
Journal:  Neuroimage       Date:  2004-08       Impact factor: 6.556

Review 3.  Biophysical and physiological origins of blood oxygenation level-dependent fMRI signals.

Authors:  Seong-Gi Kim; Seiji Ogawa
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Review 4.  Modeling and inference of multisubject fMRI data.

Authors:  Jeanette A Mumford; Thomas Nichols
Journal:  IEEE Eng Med Biol Mag       Date:  2006 Mar-Apr

Review 5.  The secret lives of experiments: methods reporting in the fMRI literature.

Authors:  Joshua Carp
Journal:  Neuroimage       Date:  2012-07-10       Impact factor: 6.556

Review 6.  Power failure: why small sample size undermines the reliability of neuroscience.

Authors:  Katherine S Button; John P A Ioannidis; Claire Mokrysz; Brian A Nosek; Jonathan Flint; Emma S J Robinson; Marcus R Munafò
Journal:  Nat Rev Neurosci       Date:  2013-04-10       Impact factor: 34.870

7.  Inferring mental states from neuroimaging data: from reverse inference to large-scale decoding.

Authors:  Russell A Poldrack
Journal:  Neuron       Date:  2011-12-08       Impact factor: 17.173

8.  Minimizing within-experiment and within-group effects in Activation Likelihood Estimation meta-analyses.

Authors:  Peter E Turkeltaub; Simon B Eickhoff; Angela R Laird; Mick Fox; Martin Wiener; Peter Fox
Journal:  Hum Brain Mapp       Date:  2011-02-08       Impact factor: 5.038

9.  Large-scale automated synthesis of human functional neuroimaging data.

Authors:  Tal Yarkoni; Russell A Poldrack; Thomas E Nichols; David C Van Essen; Tor D Wager
Journal:  Nat Methods       Date:  2011-06-26       Impact factor: 28.547

10.  Simple group fMRI modeling and inference.

Authors:  Jeanette A Mumford; Thomas Nichols
Journal:  Neuroimage       Date:  2009-05-20       Impact factor: 6.556
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  12 in total

1.  Predicting personality from network-based resting-state functional connectivity.

Authors:  Alessandra D Nostro; Veronika I Müller; Deepthi P Varikuti; Rachel N Pläschke; Felix Hoffstaedter; Robert Langner; Kaustubh R Patil; Simon B Eickhoff
Journal:  Brain Struct Funct       Date:  2018-03-23       Impact factor: 3.270

2.  Multimodal Abnormalities of Brain Structure and Function in Major Depressive Disorder: A Meta-Analysis of Neuroimaging Studies.

Authors:  Jodie P Gray; Veronika I Müller; Simon B Eickhoff; Peter T Fox
Journal:  Am J Psychiatry       Date:  2020-02-26       Impact factor: 18.112

3.  Association between Anterior Cingulate Neurochemical Concentration and Individual Differences in Hypnotizability.

Authors:  Danielle D DeSouza; Katy H Stimpson; Laima Baltusis; Matthew D Sacchet; Meng Gu; Ralph Hurd; Hua Wu; David C Yeomans; Nolan Willliams; David Spiegel
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4.  Identifying and Predicting Autism Spectrum Disorder Based on Multi-Site Structural MRI With Machine Learning.

Authors:  YuMei Duan; WeiDong Zhao; Cheng Luo; XiaoJu Liu; Hong Jiang; YiQian Tang; Chang Liu; DeZhong Yao
Journal:  Front Hum Neurosci       Date:  2022-02-22       Impact factor: 3.169

5.  Resting State Functional Connectivity of Brain With Electroconvulsive Therapy in Depression: Meta-Analysis to Understand Its Mechanisms.

Authors:  Preeti Sinha; Himanshu Joshi; Dhruva Ithal
Journal:  Front Hum Neurosci       Date:  2021-01-21       Impact factor: 3.169

6.  Learning under social versus nonsocial uncertainty: A meta-analytic approach.

Authors:  Mario Martinez-Saito; Elena Gorina
Journal:  Hum Brain Mapp       Date:  2022-05-27       Impact factor: 5.399

7.  A Cortical Surface-Based Meta-Analysis of Human Reasoning.

Authors:  Minho Shin; Hyeon-Ae Jeon
Journal:  Cereb Cortex       Date:  2021-10-22       Impact factor: 5.357

8.  Finding specificity in structural brain alterations through Bayesian reverse inference.

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Journal:  Hum Brain Mapp       Date:  2020-08-23       Impact factor: 5.399

9.  Differential mirror neuron system (MNS) activation during action observation with and without social-emotional components in autism: a meta-analysis of neuroimaging studies.

Authors:  Melody M Y Chan; Yvonne M Y Han
Journal:  Mol Autism       Date:  2020-09-29       Impact factor: 7.509

Review 10.  Structural and functional brain alterations in anorexia nervosa:A multimodal meta-analysis of neuroimaging studies.

Authors:  Ting Su; Jiaying Gong; Guixian Tang; Shaojuan Qiu; Pan Chen; Guanmao Chen; Junjing Wang; Li Huang; Ying Wang
Journal:  Hum Brain Mapp       Date:  2021-07-23       Impact factor: 5.038
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