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Functional Connectivity

Papers

Showing 26–50 of 460 papers

TitleStatusHype
Weak but influential: Nonlinear contributions of structural connectivity to human cognitive abilities and brain functions—0
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG—0
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling—0
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry—0
Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis—0
The classification of Alzheimer's disease and mild cognitive impairment improved by dynamic functional network analysis—0
Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS—0
Edge-boosted graph learning for functional brain connectivity analysis—0
Learning Higher-Order Interactions in Brain Networks via Topological Signal Processing—0
Resting State Functional Connectivity Patterns Associate with Alcohol Use Disorder Characteristics: Insights from the Triple Network Model—0
Brain Age Group Classification Based on Resting State Functional Connectivity Metrics—0
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification—0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
TReND: Transformer derived features and Regularized NMF for neonatal functional network Delineation—0
Foundation-Model-Boosted Multimodal Learning for fMRI-based Neuropathic Pain Drug Response PredictionCode0
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders—0
Lattice-Based Pruning in Recurrent Neural Networks via Poset Modeling—0
Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention—0
Dynamic directed functional connectivity as a neural biomarker for objective motor skill assessment—0
Topological Time Frequency Analysis of Functional Brain Signals—0
Graph Contrastive Learning for Connectome ClassificationCode0
A Privacy-Preserving Domain Adversarial Federated learning for multi-site brain functional connectivity analysis—0
A Hodge-FAST Framework for High-Resolution Dynamic Functional Connectivity Analysis of Higher Order Interactions in EEG Signals—0
Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer—0
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models—0
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