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Functional Connectivity

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TitleStatusHype
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
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal AttentionCode1
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 diagnosis—0
Modelling Brain Connectivity Networks by Graph Embedding for Dyslexia Diagnosis—0
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
Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity—0
Large-Scale Extended Granger Causality for Classification of Marijuana Users From Functional MRI—0
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