ArticleScientific data2022
Human brain structural connectivity matrices-ready for modelling.
Article in Scientific data, 2022. 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.
- Language reorganization in brain arteriovenous malformations with fiber-based regional functional connectivity.Magnetic resonance letters · 2027Article
- Associations between READ1 deletion, reading proficiency, and white matter network organisation in children with and without developmental dyslexia.Brain structure & function · 2026Article
- Theory and simulations of delayed stochastic and deterministic models of prion diseases.Journal of mathematical biology · 2026Article
- Intrinsic ion dynamics underlies the temporal nature of resting-state functional connectivity.bioRxiv : the preprint server for biology · 2025Article
- Amplitude entropy captures chimera resembling behavior in the altered brain dynamics during seizures.Scientific reports · 2025Article
- Brain networks and intelligence: A graph neural network based approach to resting state fMRI data.Medical image analysis · 2025Article
- Influence of individual's age on the characteristics of brain effective connectivity.GeroScience · 2025Article
- Neural dynamics of semantic control underlying generative storytelling.Communications biology · 2025Article
- Identification of recurrent dynamics in distributed neural populations.PLoS computational biology · 2025Article
- Efficacy of functional connectome fingerprinting using tangent-space brain networks.Network neuroscience (Cambridge, Mass.) · 2025Article
- Learning Networks from Wide-Sense Stationary Stochastic Processes.IEEE transactions on signal and information processing over networks · 2025Article
- Adaptive Whole-Brain Dynamics Predictive Method: Relevancy to Mental Disorders.Research (Washington, D.C.) · 2025Article
- Deep source transfer learning for the estimation of internal brain dynamics using scalp EEG.Cognitive neurodynamics · 2024Article
- DFC-Igloo: A dynamic functional connectome learning framework for identifying neurodevelopmental biomarkers in very preterm infants.Computer methods and programs in biomedicine · 2024Article
- Beyond Focal Lesions: Dynamical Network Effects of White Matter Hyperintensities.Human brain mapping · 2024Article
- A Novel Directed Seed-Based Connectivity Analysis Toolbox Applied to Human and Marmoset Resting-State FMRI.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data.ArXiv · 2024Article
- The Effects of Osteopathic Manipulative Treatment on Brain Activity: A Scoping Review of MRI and EEG Studies.Healthcare (Basel, Switzerland) · 2024Article
- BrainTACO: an explorable multi-scale multi-modal brain transcriptomic and connectivity data resource.Communications biology · 2024Article
- Cholinergic modulation supports dynamic switching of resting state networks through selective DMN suppression.PLoS computational biology · 2024Article
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Authors and funding
9 authors.
Funding
Abstract
The human brain represents a complex computational system, the function and structure of which may be measured using various neuroimaging techniques focusing on separate properties of the brain tissue and activity. We capture the organization of white matter fibers acquired by diffusion-weighted imaging using probabilistic diffusion tractography. By segmenting the results of tractography into larger anatomical units, it is possible to draw inferences about the structural relationships between these parts of the system. This pipeline results in a structural connectivity matrix, which contains an estimate of connection strength among all regions. However, raw data processing is complex, computationally intensive, and requires expert quality control, which may be discouraging for researchers with less experience in the field. We thus provide brain structural connectivity matrices in a form ready for modelling and analysis and thus usable by a wide community of scientists. The presented dataset contains brain structural connectivity matrices together with the underlying raw diffusion and structural data, as well as basic demographic data of 88 healthy subjects.
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Registered trials
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