ArticleiScience2020
Functional Connectivity Fingerprints at Rest Are Similar across Youths and Adults and Vary with Genetic Similarity.
Article in iScience, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Individualized Network Topography in Pre-adolescent Children and Adults Using Naturalistic Precision fMRI.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026Article
- Experience-dependent changes in functional connectome fingerprinting.Nature communications · 2026Article
- Multimodal identification of the mouse brain using simultaneous CaCommunications biology · 2025Article
- Genetic contribution to intrinsic functional connectivity underlying general intelligence: evidence from adult twin study.Brain communications · 2025Article
- Comparing reliability-based measures of functional connectivity between movie and rest: An ROI-based approach.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Local Gradients of Functional Connectivity Enable Precise Fingerprinting of Infant Brains During Dynamic Development.bioRxiv : the preprint server for biology · 2024Article
- The Effect of Sleep Deprivation on Brain Fingerprint Stability: A Magnetoencephalography Validation Study.Sensors (Basel, Switzerland) · 2024Article
- Brain connectivity and academic skills in English learners.Cerebral cortex (New York, N.Y. : 1991) · 2024Article
- Discovering individual fingerprints in resting-state functional connectivity using deep neural networks.Human brain mapping · 2024Article
- Network-level enrichment provides a framework for biological interpretation of machine learning results.Network neuroscience (Cambridge, Mass.) · 2024Article
- Changes in patterns of age-related network connectivity are associated with risk for schizophrenia.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Intermediately synchronised brain states optimise trade-off between subject specificity and predictive capacity.Communications biology · 2023Article
- Graph-matching distance between individuals' functional connectomes varies with relatedness, age, and cognitive score.Human brain mapping · 2023Article
- A generalizable connectome-based marker of in-scan sustained attention in neurodiverse youth.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Brain connectivity fingerprinting and behavioural prediction rest on distinct functional systems of the human connectome.Communications biology · 2022Article
- Existence of Functional Connectome Fingerprint during Infancy and Its Stability over Months.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2022Article
- Intrinsic functional connectivity in families genetically enriched for social anxiety disorder - an endophenotype study.EBioMedicine · 2021Article
- Dynamic expression of brain functional systems disclosed by fine-scale analysis of edge time series.Network neuroscience (Cambridge, Mass.) · 2021Article
- Inferring the heritability of large-scale functional networks with a multivariate ACE modeling approach.Network neuroscience (Cambridge, Mass.) · 2021Article
- Towards precise resting-state fMRI biomarkers in psychiatry: synthesizing developments in transdiagnostic research, dimensional models of psychopathology, and normative neurodevelopment.Current opinion in neurobiology · 2020Review
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Distinguishing individuals from brain connectivity, and studying the genetic influences on that identification across different ages, improves our basic understanding of functional brain network organization. We applied support vector machine classifiers to two datasets of twins (adult, pediatric) and two datasets of repeat-scan individuals (adult, pediatric). Classifiers were trained on resting state functional connectivity magnetic resonance imaging (rs-fcMRI) data and used to predict individuals and co-twin pairs from independent data. The classifiers successfully identified individuals from a previous scan with 100% accuracy, even when scans were separated by months. In twin samples, classifier accuracy decreased as genetic similarity decreased. Our results demonstrate that classification is stable within individuals, similar within families, and contains similar representations of functional connections over a few decades of life. Moreover, the degree to which these patterns of connections predict siblings' data varied by genetic relatedness, suggesting that genetic influences on rs-fcMRI connectivity are established early in life.
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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.