SynthesisAnnual review of neuroscience2014
Meta-analysis in human neuroimaging: computational modeling of large-scale databases.
Synthesis in Annual review of neuroscience, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 103 papers, 42 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
103 citing papers in PubMed, 42 syntheses or guidelines pooled it.
- Striato-limbic and frontoparietal dysfunction underlying imbalance of reward-motivation and cognitive control in compulsive sexual behaviour disorder: A neuroimaging meta-analysis.Journal of behavioral addictions · 2026Pooled it
- Brain Structural Abnormalities in Addiction Disorders: Transdiagnostic Meta-Analyses.Human brain mapping · 2026Pooled it
- Cognitive training in neurological disorders: meta-analytic evidence for behavioral gains and neural correlates.Behavioral and brain functions : BBF · 2026Pooled it
- Identification of a diagnosis-selective neurobiological substrate for bipolar disorder, major depressive disorder, and schizophrenia: a meta-analysis of 57,717 subjects.Psychological medicine · 2026Pooled it
- Meta-analytic connectivity perturbation analysis (MACPA): a new method for enhanced precision in fMRI connectivity analysis.Brain structure & function · 2024Pooled it
- Evaluating the robustness of DTI-ALPS in clinical context: a meta-analytic parallel on Alzheimer's and Parkinson's diseases.Scientific reports · 2024Pooled it
- Structural and functional brain alterations in subthreshold depression: A multimodal coordinate-based meta-analysis.Human brain mapping · 2024Pooled it
- Common and distinct neural correlates of emotional processing in individuals at familial risk for major depressive disorder and bipolar disorder: A comparative meta-analysis.Journal of affective disorders · 2024Pooled it
- Abnormalities of brain structure and function in cervical spondylosis: a multi-modal voxel-based meta-analysis.Frontiers in neuroscience · 2024Pooled it
- Identifying distinctive brain regions related to consumer choice behaviors on branded foods using activation likelihood estimation and machine learning.Frontiers in computational neuroscience · 2024Pooled it
- Neural underpinnings of response inhibition in substance use disorders: weak meta-analytic evidence for a widely used construct.Psychopharmacology · 2024Pooled it
- Associating Multimodal Neuroimaging Abnormalities With the Transcriptome and Neurotransmitter Signatures in Schizophrenia.Schizophrenia bulletin · 2023Pooled it
- Accurate localization and coactivation profiles of the frontal eye field and inferior frontal junction: an ALE and MACM fMRI meta-analysis.Brain structure & function · 2023Pooled it
- Meta-analysis of the functional neuroimaging literature with probabilistic logic programming.Scientific reports · 2022Pooled it
- Pooled it
- A meta-analysis on neural changes of cognitive training for mental disorders in executive function tasks: increase or decrease brain activation?BMC psychiatry · 2022Pooled it
- Invariant structural and functional brain regions associated with tinnitus: A meta-analysis.PloS one · 2022Pooled it
- Neural mechanisms of brand love relationship dynamics: Is the development of brand love relationships the same as that of interpersonal romantic love relationships?Frontiers in neuroscience · 2022Pooled it
- Meta-analysis of grey matter changes and their behavioral characterization in patients with alcohol use disorder.Scientific reports · 2021Pooled it
- Altered White Matter Microstructures in Type 2 Diabetes Mellitus: A Coordinate-Based Meta-Analysis of Diffusion Tensor Imaging Studies.Frontiers in endocrinology · 2021Pooled it
43 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Spatial normalization--applying standardized coordinates as anatomical addresses within a reference space--was introduced to human neuroimaging research nearly 30 years ago. Over these three decades, an impressive series of methodological advances have adopted, extended, and popularized this standard. Collectively, this work has generated a methodologically coherent literature of unprecedented rigor, size, and scope. Large-scale online databases have compiled these observations and their associated meta-data, stimulating the development of meta-analytic methods to exploit this expanding corpus. Coordinate-based meta-analytic methods have emerged and evolved in rigor and utility. Early methods computed cross-study consensus, in a manner roughly comparable to traditional (nonimaging) meta-analysis. Recent advances now compute coactivation-based connectivity, connectivity-based functional parcellation, and complex network models powered from data sets representing tens of thousands of subjects. Meta-analyses of human neuroimaging data in large-scale databases now stand at the forefront of computational neurobiology.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.