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Functional Connectivity

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TitleStatusHype
Self-Clustering Graph Transformer Approach to Model Resting-State Functional Brain Activity—0
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation—0
Brain-inspired AI Agent: The Way Towards AGI—0
Effect of Simulated Space Conditions on functional Connectivity—0
The Syncytial Mesh Model: A Biophysical Framework for Scale-Dependent Coherence in the Brain—0
Dynamic EEG-fMRI mapping: Revealing the relationship between brain connectivity and cognitive state—0
Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal NeuroimagingCode0
Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces—0
SAD-TIME: a Spatiotemporal-fused network for depression detection with Automated multi-scale Depth-wise and TIME-interval-related common feature extractor—0
SynapsNet: Enhancing Neuronal Population Dynamics Modeling via Learning Functional Connectivity—0
Evaluating tDCS Intervention Effectiveness via Functional Connectivity Network on Resting-State EEG Data in Major Depressive Disorder—0
The Dynamics of Triple Interactions in Resting fMRI: Insights into Psychotic Disorders—0
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?—0
Functional Brain Network Identification in Opioid Use Disorder Using Machine Learning Analysis of Resting-State fMRI BOLD Signals—0
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder—0
Learning Graph Filters for Structure-Function Coupling based Hub Node Identification—0
Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks—0
EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task—0
Node-reconfiguring multilayer networks of human brain functionCode0
Quantifying sex differences in brain network topology by aggregating nodal centrality rankings—0
Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging—0
Denoising VAE as an Explainable Feature Reduction and Diagnostic Pipeline for Autism Based on Resting state fMRI—0
Latent Representation Learning for Multimodal Brain Activity Translation—0
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human ConnectomesCode0
A novel brain registration model combining structural and functional MRI information—0
Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism DetectionCode0
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations—0
Brain Network Diffusion-Driven fMRI Connectivity Augmentation for Enhanced Autism Spectrum Disorder Diagnosis—0
MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder—0
Multi-Resolution Graph Analysis of Dynamic Brain Network for Classification of Alzheimer's Disease and Mild Cognitive Impairment—0
Connectivity-Inspired Network for Context-Aware RecognitionCode0
Neural Dynamics Model of Visual Decision-Making: Learning from Human Experts—0
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia—0
Multi-faceted Neuroimaging Data Integration via Analysis of Subspaces—0
Cross-subject Brain Functional Connectivity Analysis for Multi-task Cognitive State Evaluation—0
Integrated Brain Connectivity Analysis with fMRI, DTI, and sMRI Powered by Interpretable Graph Neural Networks—0
Symbolic dynamics of joint brain states during dyadic coordinationCode0
MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis—0
STANet: A Novel Spatio-Temporal Aggregation Network for Depression Classification with Small and Unbalanced FMRI Data—0
Harmonic fractal transformation, 4R-regeneration and noise shaping for ultra wide-band reception in FitzHugh-Nagumo neuronal model—0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales—0
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals—0
Generalized Dynamic Brain Functional Connectivity Based on Random Convolutions—0
Introducing the modularity graph: an application to brain functional networks—0
Functional voxel hierarchy and afferent capacity revealed mental state transition on dynamic correlation resting-state fMRI—0
From First-order to Higher-order Interactions: Enhanced Representation of Homotopic Functional Connectivity through Control of Intervening Variables—0
Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification—0
DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks—0
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