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Functional Connectivity

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TitleStatusHype
Thematic analysis of multiple sclerosis research by enhanced strategic diagram—0
Cross-time functional connectivity analysis—0
An Electroencephalography connectome predictive model of major depressive disorder severity—0
Macaque's Cortical Functional Connectivity Dynamics at the Onset of Propofol-Induced Anesthesia—0
Observation of complex functional cortical patterns in brain cognition—0
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification—0
A biophysical network model reveals the link between deficient inhibitory cognitive control and major neurotransmitter and neural connectivity hypotheses in schizophrenia—0
Interpretable Network Representation Learning with Principal Component AnalysisCode0
A mathematical perspective on edge-centric brain functional connectivityCode0
Representative Functional Connectivity Learning for Multiple Clinical groups in Alzheimer's Disease—0
Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary LearningCode0
Surgical task expertise detected by a self-organizing neural network map—0
Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation ModelsCode0
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future—0
Resting state alpha oscillatory activity is a valid and reliable marker of schizotypyCode0
Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain—0
Differential brain connectivity patterns while listening to breakup and rebellious songs: A functional magnetic resonance imaging study—0
Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning—0
Learning Interpretable Models for Coupled Networks Under Domain Constraints—0
Temporal EigenPAC for dyslexia diagnosisCode0
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia DiagnosisCode0
Why is neural connection weight a weak predictor of correlated neural activity?—0
Frequency-specific segregation and integration of human cerebral cortex: an intrinsic functional atlas—0
Attend to connect: end-to-end brain functional connectivity estimation—0
Prefrontal cortex functional connectivity based on simultaneous record of electrical and hemodynamic responses associated with mental stress—0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRICode0
Ensemble manifold based regularized multi-modal graph convolutional network for cognitive ability prediction—0
Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality—0
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI—0
Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity—0
Improving J-divergence of brain connectivity states by graph Laplacian denoising—0
fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies—0
Latent Dynamic Factor Analysis of High-Dimensional Neural RecordingsCode0
A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity—0
Temporary changes in large-scale memory neural networks after fear learning and extinction in healthy adults—0
Sparse Symmetric Tensor Regression for Functional Connectivity Analysis—0
The lure of misleading causal statements in functional connectivity research—0
Multiple-view clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization—0
Penalized model-based clustering of fMRI data—0
Entropic Causal Inference for Neurological Applications—0
Distance Correlation Based Brain Functional Connectivity Estimation and Non-Convex Multi-Task Learning for Developmental fMRI Studies—0
Evaluating phase synchronization methods in fMRI: a comparison study and new approaches—0
Learning differentially reorganizes brain activity and connectivity—0
Deep sr-DDL: Deep Structurally Regularized Dynamic Dictionary Learning to Integrate Multimodal and Dynamic Functional Connectomics data for Multidimensional Clinical Characterizations—0
Anticipated synchronization in human EEG data: unidirectional causality with negative phase-lag—0
Revisiting non-linear functional brain co-activations: directed, dynamic and delayedCode0
Online neural connectivity estimation with ensemble stimulationCode0
Preliminary Assessment of hands motor imagery in theta- and beta-bands for Brain-Machine-Interfaces using functional connectivity analysis—0
On the variability of functional connectivity and network measures in source-reconstructed EEG time-series—0
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