Self-attention Based High Order Sequence Features of Dynamic Functional Connectivity Networks with rs-fMRI for Brain Disease Classification. - Zhixiang Zhang; Biao Jie; Zhengdong Wang; Jie Zhou; Yang Yang 140 (CICAI (2), 2022)

Self-attention based high order sequence feature reconstruction of dynamic functional connectivity networks with rs-fMRI for brain disease classification. - Zhixiang Zhang; Biao Jie; Zhengdong Wang; Jie Zhou; Yang Yang 140 (CoRR, 2022)

Sparse-learning-based High-order Dynamic Functional Connectivity Networks for Brain Disease Classification. - Jianhui Wang; Biao Jie; Xingyu Zhang; Wen Li; Zhaoxiang Wu; Yang Yang 140 (ICMLSC, 2023)

Local Sequential Features Coupling Global Representation of Dynamic Functional Connectivity Network for Brain Disease Classification. - Jie Zhou; Biao Jie; Zhengdong Wang; Zhixiang Zhang; Weixin Bian; Yang Yang 140 (ISBI, 2023)

Double Collaborative Learning on Functional Brain Networks for Brain Disease Classification. - Jie Zhou; Biao Jie; Zhengdong Wang; Zhixiang Zhang; Wei Shao 005; Weixin Bian; Yang Yang 140; Tongchun Du (ISBI, 2024)

Structural-Connectivity-Guided Functional Connectivity Representation for Multi-modal Brain Disease Classification. - Zhaoxiang Wu; Biao Jie; Wen Li; Wentao Jiang; Yang Yang 140; Tongchun Du (MLMI@MICCAI (1), 2024)

LCGNet: Local Sequential Feature Coupling Global Representation Learning for Functional Connectivity Network Analysis With fMRI. - Jie Zhou; Biao Jie; Zhengdong Wang; Zhixiang Zhang; Tongchun Du; Weixin Bian; Yang Yang 140; Jun Jia (IEEE Trans. Medical Imaging, 2024)

SFECNet: Fusion of Structural, Functional and Effective Connectivity Network for Epilepsy Classification. - Yunfei Shen; Biao Jie; Zhaoxiang Wu; Yang Zhang; Yang Yang 140; Liangchen Hu (ISBI, 2025)

DCLNet: Double Collaborative Learning Network on Stationary-Dynamic Functional Brain Network for Brain Disease Classification. - Jie Zhou; Biao Jie; Zhengdong Wang; Zhixiang Zhang; Weixin Bian; Yang Yang 140; Hongwei Li; Fengyun Sun; Mingxia Liu 001 (IEEE Trans. Image Process., 2025)