2 papers
cs.LG2026
IC-GNN: Modeling Individualized Brain Community Organization for Disease Prediction
Yang Zhang, Xiao Zhou, Jonathan Warrell +4
Brain networks exhibit modular organization, where community structures vary substantially across individuals and diseases. Understanding these individual differences is crucial fo…
cs.LG2026
MPP-GNN: Subject-Adaptive Community Detection for fMRI-Based Alzheimer's Disease Classification
Yang Zhang, Xiao Zhou, Jonathan Warrell +3
Functional magnetic resonance imaging (fMRI) is a widely used technique for studying the brain. Recent methods that utilize graph neural networks (GNNs) for analysis of brain funct…