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Functional Connectivity

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TitleStatusHype
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
A Generative Self-Supervised Framework using Functional Connectivity in fMRI Data—0
Large-scale Graph Representation Learning of Dynamic Brain Connectome with Transformers—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
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
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
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