Graph Neural Network Reveals the Cortical Morphology of Local Brain Aging in Normal Cognition and Alzheimer's Disease
A Graph Neural Network (GNN) estimates local brain aging patterns across cortical surfaces using MRI data. The model uses features like thickness and curvature to quantify local brain age in normal aging and Alzheimer's disease, offering a biologically interpretable way to see how different brain structures age specifically in different diseases.