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Functional Connectivity

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Showing 1–50 of 460 papers

TitleStatusHype
BrainGB: A Benchmark for Brain Network Analysis with Graph Neural NetworksCode2
Modular Boundaries in Recurrent Neural NetworksCode2
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
Improving Phenotype Prediction using Long-Range Spatio-Temporal Dynamics of Functional ConnectivityCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional ConnectivityCode1
Fader Networks for domain adaptation on fMRI: ABIDE-II studyCode1
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
HappyFeat -- An interactive and efficient BCI framework for clinical applicationsCode1
Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage ClassificationCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
Functional connectivity ensemble method to enhance BCI performance (FUCONE)Code1
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity AnalysisCode1
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information BottleneckCode1
Contrastive Graph Learning for Population-based fMRI ClassificationCode1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural NetworkCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance MatricesCode0
Graph Contrastive Learning for Connectome ClassificationCode0
Identifiability in Functional Connectivity May Unintentionally Inflate Prediction ResultsCode0
A mathematical perspective on edge-centric brain functional connectivityCode0
A deep learning model for data-driven discovery of functional connectivityCode0
Abnormal Functional Brain Network Connectivity Associated with Alzheimer's DiseaseCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity GraphsCode0
Extracting the Multiscale Causal Backbone of Brain DynamicsCode0
ImageNomer: description of a functional connectivity and omics analysis tool and case study identifying a race confoundCode0
Dynamic Functional ConnectivityCode0
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural RecordingsCode0
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation LearningCode0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
Connectivity-Inspired Network for Context-Aware RecognitionCode0
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure LearningCode0
Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary LearningCode0
Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation ModelsCode0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise AttentionCode0
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM)Code0
Brain Network Construction and Classification Toolbox (BrainNetClass)Code0
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature ManifoldsCode0
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescenceCode0
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