A Study on Automatic Sleep Stage Classification Based on Clustering Algorithm. - Xuexiao Shao; Bin Hu 001; Xiangwei Zheng 001 (BI, 2017)

A Study of Sleep Stages Threshold Based on Multiscale Fuzzy Entropy. - Xuexiao Shao; Bin Hu 001; Yalin Li; Xiangwei Zheng 001 (ICA3PP (3), 2018)

Automatic Sleep Stage Classification Based on Convolutional Neural Network and Fine-Grained Segments. - Zhihong Cui; Xiangwei Zheng 001; Xuexiao Shao; Lizhen Cui (Complex., 2018)

EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers. - Shuting Sun; Huayu Chen; Xuexiao Shao; Liangliang Liu; Xiaowei Li 005; Bin Hu 001 (BIBM, 2020)

Collaborative Sleep Electroencephalogram Data Analysis Based on Improved Empirical Mode Decomposition and Clustering Algorithm. - Xiangwei Zheng 001; Xiaochun Yin; Xuexiao Shao; Yalin Li; Xiaomei Yu (Complex., 2020)

Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition. - Huayu Chen; Huanhuan He; Shuting Sun; Jianxiu Li; Xuexiao Shao; Junxiang Li; Xiaowei Li 005; Bin Hu 001 (CoRR, 2022)

High-order Brain Network Analysis of Depression Based on Dynamic Functional Connectivity. - Xuexiao Shao; Wenwen Kong; Huanjun Liu; Bijuan Huang; Yongxiang Wang (BIBM, 2023)

Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis. - Jianxiu Li; Nan Li; Xuexiao Shao; Junhao Chen; Yanrong Hao; Xiaowei Li 005; Bin Hu 001 (IEEE Trans. Affect. Comput., 2023)

Aberrant Static and Dynamic Functional Brain Network in Depression Based on EEG Source Localization. - Xiangbin Lin; Weizhuang Kong; Jianxiu Li; Xuexiao Shao; Changting Jiang; Ruilan Yu; Xiaowei Li 005; Bin Hu 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals. - Shuting Sun; Huayu Chen; Gang Luo; Chang Yan; Qunxi Dong; Xuexiao Shao; Xiaowei Li 005; Bin Hu 001 (IEEE J. Biomed. Health Informatics, 2023)

Achieving EEG-based depression recognition using Decentralized-Centralized structure. - Xuexiao Shao; Ming Ying; Jing Zhu 003; Xiaowei Li 005; Bin Hu 001 (Biomed. Signal Process. Control., 2024)