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Functional Connectivity

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Showing 301–350 of 460 papers

TitleStatusHype
Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review—0
Dynamic Functional Connectivity and Graph Convolution Network for Alzheimer's Disease Classification—0
Efficient Inference of Flexible Interaction in Spiking-neuron Networks—0
Functional connectome fingerprinting: Identifying individuals and predicting cognitive function via deep learning—0
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
Construction of embedded fMRI resting state functional connectivity networks using manifold learning—0
Separating vascular and neuronal effects of age on fMRI BOLD signals—0
Deep Learning and Bayesian Deep Learning Based Gender Prediction in Multi-Scale Brain Functional Connectivity—0
Single-participant structural connectivity matrices lead to greater accuracy in classification of participants than function in autism in MRI—0
Decoding of Intuitive Visual Motion Imagery Using Convolutional Neural Network under 3D-BCI Training Environment—0
Incorporating structured assumptions with probabilistic graphical models in fMRI data analysis—0
Control of Functional Connectivity in Cerebral Cortex by Basal Ganglia Mediated Synchronization—0
Latent Network Structure Learning from High Dimensional Multivariate Point Processes—0
Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition—0
Frontoparietal Connectivity Neurofeedback Training for Promotion of Working Memory: An fNIRS Study in Healthy Male Participants—0
Geodesic distance on optimally regularized functional connectomes uncovers individual fingerprints—0
Stochastic encoding of graphs in deep learning allows for complex analysis of gender classification in resting-state and task functional brain networks from the UK Biobank—0
A study of resting-state EEG biomarkers for depression recognition—0
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
Causality based Feature Fusion for Brain Neuro-Developmental Analysis—0
Improved motion correction for functional MRI using an omnibus regression model—0
GEFF: Graph Embedding for Functional Fingerprinting—0
Dynamic core-periphery structure of information sharing networks in the entorhinal cortex and the hippocampus—0
Optimizing Differential Identifiability Improves Connectome Predictive Modeling of Cognitive Deficits in Alzheimer's Disease—0
Phase/amplitude synchronization of brain signals during motor imagery BCI tasks—0
Infra-slow brain dynamics as a marker for cognitive function and decline—0
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder—0
Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks—0
Towards Monitoring Parkinson's Disease Following Drug Treatment: CGP Classification of rs-MRI Data—0
Spontaneous back-pain alters randomness in functional connections in large scale brain networks: A random matrix perspective—0
Tracing Network Evolution Using the PARAFAC2 ModelCode0
Classification of Resting-State fMRI using Evolutionary Algorithms: Towards a Brain Imaging Biomarker for Parkinson's Disease—0
Carbogen inhalation during Non-Convulsive Status Epilepticus: A quantitative analysis of EEG recordings—0
Differentiating Granger Causal Influence and Stimulus-Related Information Flow—0
Detecting abnormalities in resting-state dynamics: An unsupervised learning approach—0
Identification of Effective Connectivity Subregions—0
Multi-Kernel Capsule Network for Schizophrenia Identification—0
Neural Topographic Factor Analysis for fMRI Data—0
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI—0
Brain Network Construction and Classification Toolbox (BrainNetClass)Code0
Interpreting Age Effects of Human Fetal Brain from Spontaneous fMRI using Deep 3D Convolutional Neural Networks—0
Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects—0
Uncovering Multi-Site Identifiability Based on Resting-State Functional Connectomes—0
Investigating the impact of autocorrelation on time-varying connectivity—0
Graph-Based Method for Anomaly Prediction in Brain Network—0
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance MatricesCode0
Quantification of structural brain connectivity via a conductance modelCode0
Multimodal Sparse Classifier for Adolescent Brain Age Prediction—0
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