Hypergraph-regularized multimodal learning by graph diffusion for imaging genetics based Alzheimer's Disease diagnosis

Meiling Wang, Wei Shao, Shuo Huang, Daoqiang Zhang

Abstract: Highlights•Present a graph diffusion method for enhancing similarity measures among subjects.•Employ the unified graph to represent the high-order relationships among subjects.•Enforce a hypergraph-regularized term to fuse inter- and cross-modality information.