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Functional Connectivity

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Showing 101–150 of 460 papers

TitleStatusHype
Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods—0
Prediction of multitasking performance post-longitudinal tDCS via EEG-based functional connectivity and machine learning methods—0
Resting-State fingerprints of Acceptance and Reappraisal. The role of Sensorimotor, Executive and Affective networks—0
Exploring General Intelligence via Gated Graph Transformer in Functional Connectivity Studies—0
Causal Discovery for fMRI data: Challenges, Solutions, and a Case Study—0
Brain-scale Theta Band Functional Connectivity As A Signature of Slow Breathing and Breath-hold Phases—0
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers—0
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data—0
Spectral Topological Data Analysis of Brain Signals—0
Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis—0
Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection—0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
Relationship Between Mood, Sleepiness, and EEG Functional Connectivity by 40 Hz Monaural Beats—0
Graph Frequency Features of Cancer Gene Co-Expression Networks—0
Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia—0
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification—0
Extracting the Multiscale Causal Backbone of Brain DynamicsCode0
Modular Boundaries in Recurrent Neural NetworksCode2
How do the resting EEG preprocessing states affect the outcomes of postprocessing?—0
Structural transfer learning of non-Gaussian DAG—0
Dynamic Brain Networks with Prescribed Functional Connectivity—0
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis—0
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation LearningCode0
Multi-Dimension-Embedding-Aware Modality Fusion Transformer for Psychiatric Disorder Clasification—0
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity—0
DiffGAN-F2S: Symmetric and Efficient Denoising Diffusion GANs for Structural Connectivity Prediction from Brain fMRI—0
Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs—0
TiBGL: Template-induced Brain Graph Learning for Functional Neuroimaging Analysis—0
Computational limits to the legibility of the imaged human brainCode0
Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification—0
Somatomotor-Visual Resting State Functional Connectivity Increases After Two Years in the UK Biobank Longitudinal CohortCode0
Nonlinear Permuted Granger Causality—0
Identifiability in Functional Connectivity May Unintentionally Inflate Prediction ResultsCode0
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data—0
Capturing functional connectomics using Riemannian partial least squares—0
Dynamic functional connectivity: why the controversy?—0
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity—0
Fusing Structural and Functional Connectivities using Disentangled VAE for Detecting MCI—0
JGAT: a joint spatio-temporal graph attention model for brain decodingCode0
Brain Structure-Function Fusing Representation Learning using Adversarial Decomposed-VAE for Analyzing MCI—0
Nonparanormal Graph Quilting with Applications to Calcium Imaging—0
Topological data analysis suggests human brain networks reconfiguration in the transition from a resting state to cognitive load—0
Angle Basis: a Generative Model and Decomposition for Functional ConnectivityCode0
Abnormal Functional Brain Network Connectivity Associated with Alzheimer's DiseaseCode0
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness—0
Deep Labeling of fMRI Brain Networks—0
Diffuse and Localized Functional Dysconnectivity in Schizophrenia: a Bootstrapped Top-Down Approach—0
Circumstantial evidence and explanatory models for synapses in large-scale spike recordings—0
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