functional connectivity

32 papers

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Also known as

FC

Co-occurring keywords

brain network (27) fmri analysis (61) brain connectivity (32) medical imaging (960) graph neural network (3945) brain network analysis (11) functional mri (12) structural connectivity (5) alzheimer disease (57) transformer architecture (1555)

Papers

HyperDiag: Temporal–Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis AAAI 2026

DCHO: A Decomposition–Composition Framework for Predicting Higher-Order Brain Connectivity to Enhance Diverse Downstream Applications AAAI 2026

BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025

Community-Aware Graph Transformer for Brain Disorder Identification IJCAI 2025

KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025

SCNNs: Spike-based Coupling Neural Networks for Understanding Structural-Functional Relationships in the Human Brain IJCAI 2025

Graph Neural Networks for Brain Graph Learning: A Survey IJCAI 2024

$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NIPS 2024

A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024

RH-BrainFS: Regional Heterogeneous Multimodal Brain Networks Fusion Strategy NIPS 2023

Data-Driven Network Neuroscience: On Data Collection and Benchmark NIPS 2023

NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics NIPS 2023

Brain Network Transformer NIPS 2022

M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021

Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021

Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention NIPS 2021

Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NIPS 2020

Multi-graph Fusion for Functional Neuroimaging Biomarker Detection IJCAI 2020

Functional Connectivity Network Analysis with Discriminative Hub Detection for Brain Disease Identification AAAI 2019

Infra-slow brain dynamics as a marker for cognitive function and decline NIPS 2019

Detrended Partial Cross Correlation for Brain Connectivity Analysis NIPS 2017

Mapping distinct timescales of functional interactions among brain networks NIPS 2017

Discriminative Sparse Inverse Covariance Matrix: Application in Brain Functional Network Classification CVPR 2014

Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles NIPS 2010

Brain covariance selection: better individual functional connectivity models using population prior NIPS 2010