Constructing brain functional networks with adaptive manifold regularization for early mild cognitive impairment
Xidong Fu,
Shengchang Shan,
Chun Liu
et al.
Abstract:Brain functional network (BFN) has emerged as a practical path to explore biomarkers for early mild cognitive impairment (eMCI). Currently, most of BFNs only considered the topology structure between two brain regions and ignored the high‐order information among multiple brain regions. We proposed an adaptive manifold regularization method to construct a new BFN. Firstly, a traditional hypergraph was constructed through a low‐order BFN. Then, an adaptive hypergraph was obtained by updating the traditional hype… Show more
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