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Functional Connectivity

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Showing 1–50 of 460 papers

TitleStatusHype
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
Modular Boundaries in Recurrent Neural NetworksCode2
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksCode2
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural NetworkCode1
Fader Networks for domain adaptation on fMRI: ABIDE-II studyCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional ConnectivityCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
A Linear Generative Framework for Structure-Function Coupling in the Human Brain—0
Functional Architecture of the Human Hypothalamus: Cortical Coupling and Subregional Organization Using 7-Tesla fMRI—0
Probing Neural Topology of Large Language ModelsCode0
Weak but influential: Nonlinear contributions of structural connectivity to human cognitive abilities and brain functions—0
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG—0
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling—0
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry—0
Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis—0
The classification of Alzheimer's disease and mild cognitive impairment improved by dynamic functional network analysis—0
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS—0
Edge-boosted graph learning for functional brain connectivity analysis—0
Learning Higher-Order Interactions in Brain Networks via Topological Signal Processing—0
Resting State Functional Connectivity Patterns Associate with Alcohol Use Disorder Characteristics: Insights from the Triple Network Model—0
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics—0
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification—0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
TReND: Transformer derived features and Regularized NMF for neonatal functional network Delineation—0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders—0
Lattice-Based Pruning in Recurrent Neural Networks via Poset Modeling—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—0
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment—0
Topological Time Frequency Analysis of Functional Brain Signals—0
Graph Contrastive Learning for Connectome ClassificationCode0
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis—0
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer—0
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models—0
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