ArticleNeuron2022
Brain-behavior correlations: Two paths toward reliability.
Article in Neuron, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 6 registered trials, which are not on this map. Cited by 130 papers, 1 of them a synthesis 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.
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 1.1
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 2.1
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 2.3
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 3.1 (Pilot)
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 1.1 (Behavioral)
Probing the Role of Feature Dimension Maps in Visual Cognition: Expt 2.2
Who cites it
130 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Brain-cognition relationships in late-life depression: a systematic review of structural magnetic resonance imaging studies.Translational psychiatry · 2023Pooled it
- A large-scale multimodal investigation of the interplay between the serotonergic system and emotion processing.Translational psychiatry · 2025Trial
- Using connectome-based models of working memory to predict emotion regulation in older adults.Social cognitive and affective neuroscience · 2023Trial
- Microstructural and functional plasticity following repeated brain stimulation during cognitive training in older adults.Nature communications · 2023Trial
- Combining exercise with cognitive training and vitamin DGeroScience · 2023Trial
- Brain-cognition relationships and treatment outcome in treatment-resistant late-life depression.Nature communications · 2026Article
- Neural focalization of dorsolateral prefrontal cortex and the inferior parietal lobule is associated with inhibitory control performance in adolescence.Developmental cognitive neuroscience · 2026Article
- Replicability of multivariate brain-behaviour associations depends on clinical profile.Communications biology · 2026Article
- Transient cerebellum-related network disruption characterizes postoperative cognitive changes after dominant hemisphere subtemporal meningioma resection.Acta neurochirurgica · 2026Article
- Article
- Garbage in, garbage out: stringent quality control of behavioral data boosts signal in brain-behavior associations.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Intergenerational transmission of the structure of the auditory cortex and reading skills.Developmental cognitive neuroscience · 2026Article
- External validation improves generalizability, replicability and reproducibility in predictive models for neuroimaging.Nature methods · 2026Review
- From Big to Small: Emerging Methods for Enhancing Precision Psychiatry Through Transfer Learning.Biological psychiatry · 2026Review
- Task and Resting-State Functional Magnetic Resonance Imaging Modeling of Brain-Behavior Relationships in Developmental Cohorts.Biological psychiatry · 2026Review
- Visual field inhomogeneities and the architectonics of early visual cortex shape visual working memory.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Depressive Symptoms Are Associated With Altered Development of Amygdala-Ventrolateral Prefrontal Connectivity During Implicit Emotion Regulation Across Adolescence.Biological psychiatry · 2026Article
- Dense longitudinal neuroimaging reveals individual brain change trajectories.Trends in cognitive sciences · 2026Review
- Neural signatures of human psychological resilience driven by acute stress.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Spontaneous brain regional dynamics contribute to generalizable brain-behaviour associations.Nature human behaviour · 2026Article
70 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
In a recent issue of Nature, Marek et al. (2022) demonstrate that cross-sectional brain-behavior correlations are often small and unreliable without large samples. This observation pushes human neuroscience toward study designs that either maximize sample sizes to detect small effects or maximize effect sizes using focused investigations.
Indexed as
Identifiers
35512638What OpenQuestion holds
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.