Seizure Onset Detection Using Common Spatial Pattern and Discriminative Log-Euclidean Kernel-Based Gaussian Process. - Chang Lei; Dixin Wang; Jinlong Chao; Xuan Zhang; Shuzhen Zheng; Hongtong Wu; Hong Peng 003 (BIBM, 2021)

Identification of Depression with a Semi-supervised GCN based on EEG Data. - Dixin Wang; Chang Lei; Xuan Zhang; Hongtong Wu; Shuzhen Zheng; Jinlong Chao; Hong Peng 003 (BIBM, 2021)

Filterable sample consensus based on angle variance for pupil segmentation. - Jitao Zhong; Dixin Wang; Hongtong Wu; Peng Wang; Minqiang Yang; Hong Peng 003; Bin Hu 001 (Digit. Signal Process., 2022)

Epileptic Seizure Detection in EEG Signals Using Discriminative Stein Kernel-Based Sparse Representation. - Chang Lei; Shuzhen Zheng; Xuan Zhang; Dixin Wang; Hongtong Wu; Hong Peng 003; Bin Hu 001 (IEEE Trans. Instrum. Meas., 2022)

Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals. - Xuan Zhang; Dixin Wang; Hongtong Wu; Jinlong Chao; Jitao Zhong; Hong Peng 003; Bin Hu 001 (Comput. Methods Programs Biomed., 2023)

A generalized depression recognition framework based on cross-center and cross-task EEG signals. - Xuesong Liu; Shanshan Qu; Gang Luo; Chang Yan; Dixin Wang; Na Chu; Fuze Tian; Jing Zhu 003; Xiaowei Li 005; Shuting Sun; Bin Hu 001 (Biomed. Signal Process. Control., 2025)

Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information. - Shanshan Qu; Dixin Wang; Chang Yan; Na Chu; Zhigang Li; Gang Luo; Huayu Chen; Xuesong Liu; Xuan Zhang; Qunxi Dong; Xiaowei Li 005; Shuting Sun; et al. (Inf. Fusion, 2025)

IMGWOFS: A Feature Selector With Trade-Off Between Conflict Objectives for EEG-Based Emotion Recognition. - Gang Luo; Shuting Sun; Chang Yan; Shanshan Qu; Dixin Wang; Na Chu; Xuesong Liu; Fuze Tian; Kun Qian 003; Xiaowei Li 005; Bin Hu 001 (IEEE Trans. Affect. Comput., 2025)