A novel node-level structure embedding and alignment representation of structural networks for brain disease analysis

Jiashuang Huang, Mingliang Wang, Xijia Xu, Biao Jie, Daoqiang Zhang

Abstract: Highlights•We define an nSEA representation of brain networks to convey the richer node-level structural information.•We develop an nSEAL framework for brain disease classification and group wise network analysis.•We evaluate the performances of the proposed nSEAL method on a real schizophrenia dataset.