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Functional Connectivity

Papers

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Showing 51–100 of 460 papers

TitleStatusHype
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
Automatic Discovery of Visual CircuitsCode0
Matrix-normal models for fMRI analysisCode0
Tracing Network Evolution Using the PARAFAC2 ModelCode0
A deep learning model for data-driven discovery of functional connectivityCode0
Revisiting non-linear functional brain co-activations: directed, dynamic and delayedCode0
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity GraphsCode0
Node-reconfiguring multilayer networks of human brain functionCode0
Quantification of structural brain connectivity via a conductance modelCode0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Feature interpretability in BCIs: exploring the role of network lateralizationCode0
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
Deriving Autism Spectrum Disorder Functional Networks from RS-FMRI Data using Group ICA and Dictionary LearningCode0
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise AttentionCode0
Dynamic Functional ConnectivityCode0
Correlation-Distance Graph Learning for Treatment Response Prediction from rs-fMRICode0
Evaluating the evolution and inter-individual variability of infant functional module development from 0 to 5 years oldCode0
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
Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation ModelsCode0
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
Reliability and predictability of phenotype information from functional connectivity in large imaging datasetsCode0
Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature ManifoldsCode0
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
Autism Classification Using Brain Functional Connectivity Dynamics and Machine Learning—0
A Manifold Regularized Multi-Task Learning Model for IQ Prediction from Multiple fMRI Paradigms—0
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