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Functional Connectivity

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TitleStatusHype
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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