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Functional Connectivity

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Showing 51–100 of 460 papers

TitleStatusHype
Abnormal Functional Brain Network Connectivity Associated with Alzheimer's DiseaseCode0
Automatic Discovery of Visual CircuitsCode0
A mathematical perspective on edge-centric brain functional connectivityCode0
Temporal EigenPAC for dyslexia diagnosisCode0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
Matrix-normal models for fMRI analysisCode0
Probing Neural Topology of Large Language ModelsCode0
Reliability and predictability of phenotype information from functional connectivity in large imaging datasetsCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
Neuronal functional connectivity graph estimation with the R package neurofunconCode0
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder IdentificationCode0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Estimation of Large Covariance and Precision Matrices from Temporally Dependent ObservationsCode0
Extracting the Multiscale Causal Backbone of Brain DynamicsCode0
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation LearningCode0
A Bayesian incorporated linear non-Gaussian acyclic model for multiple directed graph estimation to study brain emotion circuit development in adolescenceCode0
Brain Network Construction and Classification Toolbox (BrainNetClass)Code0
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural RecordingsCode0
GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional ConnectivityCode0
An optimized pipeline for functional connectivity analysis in the rat brainCode0
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure LearningCode0
Angle Basis: a Generative Model and Decomposition for Functional ConnectivityCode0
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise AttentionCode0
Dynamic Functional ConnectivityCode0
Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary LearningCode0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of IntelligenceCode0
A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of ConfoundsCode0
Connectivity-Inspired Network for Context-Aware RecognitionCode0
Identifiability in Functional Connectivity May Unintentionally Inflate Prediction ResultsCode0
Causal inference of brain connectivity from fMRI with ψ-Learning Incorporated Linear non-Gaussian Acyclic Model (ψ-LiNGAM)Code0
Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation ModelsCode0
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature ManifoldsCode0
Quantification of structural brain connectivity via a conductance modelCode0
Latent Dynamic Factor Analysis of High-Dimensional Neural RecordingsCode0
Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task—0
Brain-Aware Readout Layers in GNNs: Advancing Alzheimer's early Detection and Neuroimaging—0
Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks—0
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics—0
An Electroencephalography connectome predictive model of major depressive disorder severity—0
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease—0
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models—0
Analysis of BOLD fMRI Signal Preprocessing Pipeline on Different Datasets while Reducing False Positive Rates—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—0
Benchmarking confound regression strategies for the control of motion artifact in studies of functional connectivity—0
A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity—0
A causal inference approach of monosynapses from spike trains—0
Bayesian Functional Connectivity and Graph Convolutional Network for Working Memory Load Classification—0
Basic principles drive self-organization of brain-like connectivity structure—0
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