most citedHOI-Brain: a novel multi-channel transformers framework for brain disorder diagnosis by accurately extracting signed higher-order interactions from fMRI

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math.GT2025

Extracting Interpretable Higher-Order Topological Features across Multiple Scales for Alzheimer's Disease Classification

Dengyi Zhao, Shanyong Li, Yunping Wang +4

Brain network topology, derived from functional magnetic resonance imaging (fMRI), holds promise for improving Alzheimer's disease (AD) diagnosis. Current methods primarily focus o…