An explainable autoencoder with multi-paradigm fMRI fusion for identifying differences in dynamic functional connectivity during brain development. - Faming Xu; Chen Qiao; Huiyu Zhou 001; Vince D. Calhoun; Julia M. Stephen; Tony W. Wilson; Yu-Ping Wang 002 (Neural Networks, 2023)

Sparse non-convex regularization based explainable DBN in the analysis of brain abnormalities in schizophrenia. - Jiajia Li; Faming Xu; Na Gao; Yuanqiang Zhu; Yuewen Hao; Chen Qiao (Comput. Biol. Medicine, 2023)

A Deep Spatio-Temporal Architecture for Dynamic Effective Connectivity Network Analysis Based on Dynamic Causal Discovery. - Faming Xu; Yiding Wang; Chen Qiao; Gang Qu 002; Vince D. Calhoun; Julia M. Stephen; Tony W. Wilson; Yu-Ping Wang 002 (CoRR, 2025)