ArticleProceedings of the National Academy of Sciences of the United States of America2020
Functional connectivity predicts changes in attention observed across minutes, days, and months.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 99 papers.
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Who cites it
99 citing papers in PubMed, 189 citations in OpenAlex.
- Ongoing thoughts at rest reflect functional brain organization and behaviour.Nature human behaviour · 2026Article
- Youth Autistic Traits and Brain Activation States During Socioemotional Processing.The American journal of psychiatry · 2026Article
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- Feature overlap in transdiagnostic connectome-based models of sustained attention and autism symptoms.medRxiv : the preprint server for health sciences · 2026Article
- Using connectome-based predictive models to reveal the systems standardized tests and clinical symptoms are reflecting.Nature communications · 2026Article
- External validation improves generalizability, replicability and reproducibility in predictive models for neuroimaging.Nature methods · 2026Review
- Article
- Digital Twin Brain: Generating Multitask Behavior from Connectomes for Personalized Therapy.BME frontiers · 2026Article
- Habit learning is associated with efficiently controlled network dynamics in naive macaque monkeys.Npj complexity · 2026Article
- Multimodal neuroimaging data boosts the prediction of multifaceted cognition.Research square · 2025Article
- Article
- Predicting Real-Life Cognitive Scores From Functional Connectivity.Human brain mapping · 2025Article
- Genetic foundations of interindividual neurophysiological variability.Science advances · 2025Article
- Function of the auditory cortex characterized by its intrinsic dynamic coactivation patterns estimated in individuals.bioRxiv : the preprint server for biology · 2025Article
- Genetic Foundations of Inter-individual Neurophysiological Variability.bioRxiv : the preprint server for biology · 2025Article
- Connectional axis of individual functional variability: Patterns, structural correlates, and relevance for development and cognition.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Youth Generalized Anxiety and Brain Activation States During Socioemotional Processing.JAMA psychiatry · 2025Article
- Brain network dynamics predict moments of surprise across contexts.Nature human behaviour · 2025Article
- Connectional axis of individual functional variability: Patterns, structural correlates, and relevance for development and cognition.bioRxiv : the preprint server for biology · 2025Article
- Functional brain networks predicting sustained attention are not specific to perceptual modality.Network neuroscience (Cambridge, Mass.) · 2025Article
39 more citing papers are in PubMed but not listed here.
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Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
The ability to sustain attention differs across people and changes within a single person over time. Although recent work has demonstrated that patterns of functional brain connectivity predict individual differences in sustained attention, whether these same patterns capture fluctuations in attention within individuals remains unclear. Here, across five independent studies, we demonstrate that the sustained attention connectome-based predictive model (CPM), a validated model of sustained attention function, generalizes to predict attentional state from data collected across minutes, days, weeks, and months. Furthermore, the sustained attention CPM is sensitive to within-subject state changes induced by propofol as well as sevoflurane, such that individuals show functional connectivity signatures of stronger attentional states when awake than when under deep sedation and light anesthesia. Together, these results demonstrate that fluctuations in attentional state reflect variability in the same functional connectivity patterns that predict individual differences in sustained attention.
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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.