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Functional Connectivity

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Showing 76–100 of 460 papers

TitleStatusHype
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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