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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
Fader Networks for domain adaptation on fMRI: ABIDE-II studyCode1
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional ConnectivityCode1
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisCode1
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural NetworkCode1
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging—0
A causal inference approach of monosynapses from spike trains—0
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task—0
Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data—0
A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity—0
Analysis of BOLD fMRI Signal Preprocessing Pipeline on Different Datasets while Reducing False Positive Rates—0
Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks—0
An Electroencephalography connectome predictive model of major depressive disorder severity—0
A Manifold Regularized Multi-Task Learning Model for IQ Prediction from Multiple fMRI Paradigms—0
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease—0
Alternating Diffusion Map Based Fusion of Multimodal Brain Connectivity Networks for IQ Prediction—0
A Linear Generative Framework for Structure-Function Coupling in the Human Brain—0
4D iterative reconstruction of brain fMRI in the moving fetus—0
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics—0
Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution—0
A Comparative Study of Conventional and Tripolar EEG for High-Performance Reach-to-Grasp BCI Systems—0
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis—0
A biophysical network model reveals the link between deficient inhibitory cognitive control and major neurotransmitter and neural connectivity hypotheses in schizophrenia—0
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis—0
A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease—0
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder—0
A Resonance Model for Spontaneous Cortical Activity—0
A Lesion-aware Edge-based Graph Neural Network for Predicting Language Ability in Patients with Post-stroke Aphasia—0
Assessing Functional Neural Connectivity as an Indicator of Cognitive Performance—0
A structurally informed model for modulating functional connectivity—0
A study of resting-state EEG biomarkers for depression recognition—0
Attend to connect: end-to-end brain functional connectivity estimation—0
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
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