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Functional Connectivity

Papers

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Showing 401–450 of 460 papers

TitleStatusHype
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise AttentionCode0
Symbolic dynamics of joint brain states during dyadic coordinationCode0
Identifiability in Functional Connectivity May Unintentionally Inflate Prediction ResultsCode0
Reliability and predictability of phenotype information from functional connectivity in large imaging datasetsCode0
Computational limits to the legibility of the imaged human brainCode0
A deep learning model for data-driven discovery of functional connectivityCode0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
An optimized pipeline for functional connectivity analysis in the rat brainCode0
Neuronal functional connectivity graph estimation with the R package neurofunconCode0
Latent Dynamic Factor Analysis of High-Dimensional Neural RecordingsCode0
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human ConnectomesCode0
ImageNomer: description of a functional connectivity and omics analysis tool and case study identifying a race confoundCode0
Somatomotor-Visual Resting State Functional Connectivity Increases After Two Years in the UK Biobank Longitudinal CohortCode0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
Node-reconfiguring multilayer networks of human brain functionCode0
Connectivity-Inspired Network for Context-Aware RecognitionCode0
Dynamic Functional ConnectivityCode0
Angle Basis: a Generative Model and Decomposition for Functional ConnectivityCode0
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity GraphsCode0
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature ManifoldsCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation LearningCode0
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance MatricesCode0
Resting state alpha oscillatory activity is a valid and reliable marker of schizotypyCode0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
Temporal Dynamic Synchronous Functional Brain Network for Schizophrenia Diagnosis and Lateralization AnalysisCode0
Resting state fMRI functional connectivity-based classification using a convolutional neural network architectureCode0
Nonparametric Modeling of Dynamic Functional Connectivity in fMRI DataCode0
Self-Supervised Pre-training Tasks for an fMRI Time-series Transformer in Autism DetectionCode0
Brain Network Construction and Classification Toolbox (BrainNetClass)Code0
Probing Neural Topology of Large Language ModelsCode0
Quantification of structural brain connectivity via a conductance modelCode0
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM)Code0
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescenceCode0
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure LearningCode0
Online neural connectivity estimation with ensemble stimulationCode0
Graph Contrastive Learning for Connectome ClassificationCode0
Learning to Model the Relationship Between Brain Structural and Functional ConnectomesCode0
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRICode0
Estimation of Large Covariance and Precision Matrices from Temporally Dependent ObservationsCode0
A mathematical perspective on edge-centric brain functional connectivityCode0
Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal NeuroimagingCode0
Interpretable Network Representation Learning with Principal Component AnalysisCode0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
Revisiting non-linear functional brain co-activations: directed, dynamic and delayedCode0
Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary LearningCode0
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of IntelligenceCode0
Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation ModelsCode0
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