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Functional Connectivity

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TitleStatusHype
Somatomotor-Visual Resting State Functional Connectivity Increases After Two Years in the UK Biobank Longitudinal CohortCode0
Nonlinear Permuted Granger Causality—0
Identifiability in Functional Connectivity May Unintentionally Inflate Prediction ResultsCode0
Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data—0
Capturing functional connectomics using Riemannian partial least squares—0
Dynamic functional connectivity: why the controversy?—0
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity—0
Fusing Structural and Functional Connectivities using Disentangled VAE for Detecting MCI—0
JGAT: a joint spatio-temporal graph attention model for brain decodingCode0
Brain Structure-Function Fusing Representation Learning using Adversarial Decomposed-VAE for Analyzing MCI—0
Nonparanormal Graph Quilting with Applications to Calcium Imaging—0
Topological data analysis suggests human brain networks reconfiguration in the transition from a resting state to cognitive load—0
Angle Basis: a Generative Model and Decomposition for Functional ConnectivityCode0
Abnormal Functional Brain Network Connectivity Associated with Alzheimer's DiseaseCode0
Clustering of Time-Varying Graphs Based on Temporal Label Smoothness—0
Deep Labeling of fMRI Brain Networks—0
Diffuse and Localized Functional Dysconnectivity in Schizophrenia: a Bootstrapped Top-Down Approach—0
Circumstantial evidence and explanatory models for synapses in large-scale spike recordings—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
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
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
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
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