Edge-centric Brain Transformer: An Edge-centric Functional Connectivity Learning Framework for fMRI-based Brain Disorder Diagnosis

arXiv cs.GR details an edge-centric brain transformer that models rs-fMRI connectivity as connections, not just regions. The framework uses edge time-series, a line graph, and a structure-aware transformer to improve brain disorder diagnosis and surface interpretable biomarkers.