Epileptic Seizure Detection With Permutation Fuzzy Entropy Using Robust Machine Learning Techniques. - Waqar Hussain; Muhammad Shahid Iqbal; Jie Xiang 002; Bin Wang 020; Yan Niu; Yuan Gao; Xin Wang; Jie Sun 028; Qionghui Zhan; Rui Cao; Mengni Zhou (IEEE Access, 2019)

Comparing Test-Retest Reliability of Entropy Methods: Complexity Analysis of Resting-State fMRI. - Yan Niu; Jie Sun 028; Bin Wang 020; Waqar Hussain; Chanjuan Fan; Rui Cao; Mengni Zhou; Jie Xiang 002 (IEEE Access, 2020)

Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer's Disease: A Review. - Jie Sun 028; Bin Wang 020; Yan Niu; Yuan Tan; Chanjuan Fan; Nan Zhang; Jiayue Xue; Jing Wei 003; Jie Xiang 002 (Entropy, 2020)

Exploring the propagation pathway in individual patients with epilepsy: A stepwise effective connection approach. - Jie Sun 028; Yan Niu; Chunhong Wang; Yanqing Dong; Bin Wang 020; Jing Wei 003; Jie Xiang 002; Jiuhong Ma (Biomed. Signal Process. Control., 2024)

Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data. - Yan Niu; Jie Xiang 002; Kai Gao; Jinglong Wu; Jie Sun 028; Bin Wang 020; Runan Ding; Mingliang Dou; Xin Wen; Xiaohong Cui; Mengni Zhou (Entropy, 2024)

HAGCN: A hybrid-order brain network-based graph convolution learning framework with multi-head attention for brain disorder classification. - Xubin Wu; Xin Wen; Jie Sun 028; Yanqing Dong; Chenyu Wu; Bin Wang 020; Jie Xiang 002 (Biomed. Signal Process. Control., 2025)