ArticleNeuroImage2021
Mapping cognitive brain functions at scale.
Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 39 citations in OpenAlex.
- Intersubject correlation as a predictor of attention: a systematic review.BMC psychology · 2025Pooled it
- The effects of transcranial random noise stimulation on excitation/inhibition balance in ADHD.NeuroImage. Clinical · 2026Trial
- Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study.NPP - digital psychiatry and neuroscience · 2026Article
- Breath-Focused Mindfulness and Compassion Training in Parent-Child Dyads: Pilot Intervention Study.JMIR formative research · 2025Article
- Climate trauma from wildfire exposure impacts cognitive decision-making.Scientific reports · 2025Article
- How does the audience return to the music theater? Exploring the influence of musical theater adaptation of Chinese nursery rhymes.PloS one · 2025Article
- Brief mindfulness coaching enhances selective attention in medical scientists: A pilot study.PloS one · 2025Article
- Modulation of Posterior Default Mode Network Activity During Interoceptive Attention and Relation to Mindfulness.Biological psychiatry global open science · 2024Article
- Design and Implementation of a Brief Digital Mindfulness and Compassion Training App for Health Care Professionals: Cluster Randomized Controlled Trial.JMIR mental health · 2024Article
- Neural activity during inhibitory control predicts suicidal ideation with machine learning.NPP - digital psychiatry and neuroscience · 2024Article
- Towards Personalised Mood Prediction and Explanation for Depression from Biophysical Data.Sensors (Basel, Switzerland) · 2023Article
- Distinct neural activations correlate with maximization of reward magnitude versus frequency.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- A generalized reinforcement learning based deep neural network agent model for diverse cognitive constructs.Scientific reports · 2023Article
- Simultaneous Gut-Brain Electrophysiology Shows Cognition and Satiety Specific Coupling.Sensors (Basel, Switzerland) · 2022Article
- Dissociable neural mechanisms of cognition and well-being in youth versus healthy aging.Psychology and aging · 2022Article
- Utility of Cognitive Neural Features for Predicting Mental Health Behaviors.Sensors (Basel, Switzerland) · 2022Article
- Neural dynamics during emotional video engagement relate to anxiety.Frontiers in human neuroscience · 2022Article
- Cognitive and Neural Correlates of Loneliness and Wisdom during Emotional Bias.Cerebral cortex (New York, N.Y. : 1991) · 2021Article
- Personalized machine learning of depressed mood using wearables.Translational psychiatry · 2021Article
- Electrophysiological Correlates of Rodent Default-Mode Network Suppression Revealed by Large-Scale Local Field Potential Recordings.Cerebral cortex communications · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 1 institution in 1 country.
Funding
Abstract
A fundamental set of cognitive abilities enable humans to efficiently process goal-relevant information, suppress irrelevant distractions, maintain information in working memory, and act flexibly in different behavioral contexts. Yet, studies of human cognition and their underlying neural mechanisms usually evaluate these cognitive constructs in silos, instead of comprehensively in-tandem within the same individual. Here, we developed a scalable, mobile platform, "BrainE" (short for Brain Engagement), to rapidly assay several essential aspects of cognition simultaneous with wireless electroencephalography (EEG) recordings. Using BrainE, we rapidly assessed five aspects of cognition including (1) selective attention, (2) response inhibition, (3) working memory, (4) flanker interference and (5) emotion interference processing, in 102 healthy young adults. We evaluated stimulus encoding in all tasks using the EEG neural recordings, and isolated the cortical sources of the spectrotemporal EEG dynamics. Additionally, we used BrainE in a two-visit study in 24 young adults to investigate the reliability of the neuro-cognitive data as well as its plasticity to transcranial magnetic stimulation (TMS). We found that stimulus encoding on multiple cognitive tasks could be rapidly assessed, identifying common as well as distinct task processes in both sensory and cognitive control brain regions. Event related synchronization (ERS) in the theta (3-7 Hz) and alpha (8-12 Hz) frequencies as well as event related desynchronization (ERD) in the beta frequencies (13-30 Hz) were distinctly observed in each task. The observed ERS/ERD effects were overall anticorrelated. The two-visit study confirmed high test-retest reliability for both cognitive and neural data, and neural responses showed specific TMS protocol driven modulation. We also show that the global cognitive neural responses are sensitive to mental health symptom self-reports. This first study with the BrainE platform showcases its utility in studying neuro-cognitive dynamics in a rapid and scalable fashion.
Indexed as
Identifiers
What 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.