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Functional Connectivity

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TitleStatusHype
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
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization AnalysisCode0
Online functional connectivity analysis of large all-to-all networks—0
Heterogeneous Graph Convolutional Neural Network via Hodge-Laplacian for Brain Functional Data—0
Functional Connectivity Dynamics show Resting-State Instability and Rightward Parietal Dysfunction in ADHD—0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)—0
ImageNomer: description of a functional connectivity and omics analysis tool and case study identifying a race confoundCode0
DBGDGM: Dynamic Brain Graph Deep Generative Model—0
Connectivity based Real-Time fMRI Neurofeedback Training in Youth with a History of Major Depressive Disorder—0
Partial entropy decomposition reveals higher-order structures in human brain activity—0
Dynamic Functional ConnectivityCode0
Time-Varying Graph Mode Decomposition—0
Learning Personalized Brain Functional Connectivity of MDD Patients from Multiple Sites via Federated Bayesian Networks—0
CI-GNN: A Granger Causality-Inspired Graph Neural Network for Interpretable Brain Network-Based Psychiatric DiagnosisCode1
A plug-in graph neural network to boost temporal sensitivity in fMRI analysis—0
Cortical Xi-Alpha model for resting state electric neuronal activity—0
fMRI-based Static and Dynamic Functional Connectivity Analysis for Post-stroke Motor Dysfunction Patient: A Review—0
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation—0
Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices—0
A Network Theory Investigation into the Altered Resting State Functional Connectivity in Attention-Deficit Hyperactivity Disorder—0
Reconstructing high-order sequence features of dynamic functional connectivity networks based on diversified covert attention patterns for Alzheimer's disease classification—0
Transfer learning for tensor Gaussian graphical models—0
High-Accuracy Machine Learning Techniques for Functional Connectome Fingerprinting and Cognitive State Decoding—0
Data-Driven Network Neuroscience: On Data Collection and BenchmarkCode1
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of IntelligenceCode0
Latent Multimodal Functional Graphical Model Estimation—0
High-dimensional Measurement Error Models for Lipschitz Loss—0
Functional Connectome of the Human Brain with Total Correlation—0
Nodal statistics-based equivalence relation for graph collections—0
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure LearningCode0
Community Detection in Multi-frequency EEG Networks—0
Multivariate Wasserstein Functional Connectivity for Autism Screening—0
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity—0
Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity—0
SENDER: SEmi-Nonlinear Deep Efficient Reconstructor for Extraction Canonical, Meta, and Sub Functional Connectivity in the Human Brain—0
A Resonance Model for Spontaneous Cortical Activity—0
Finding neural signatures for obesity through feature selection on source-localized EEG—0
Controlling collective dynamical states of mesoscale brain networks with local perturbations—0
A structurally informed model for modulating functional connectivity—0
Functional Connectivity via Total Correlation: Analytical results in Visual Areas—0
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume—0
Enhanced brain structure-function tethering in transmodal cortex revealed by high-frequency eigenmodes—0
Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model—0
Classification of ADHD Patients Using Kernel Hierarchical Extreme Learning Machine—0
Reorganization of resting state brain network functional connectivity across human brain developmental stages—0
Brain-wide connectome inferences using functional connectivity MultiVariate Pattern Analyses (fc-MVPA)—0
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease—0
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
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