Adaptive Stepwise Feature Selection Approach for EEG-Based Epileptic Seizure Classification. - Sunday Timothy Aboyeji; Wenfang Zhou; Yuan Tao; Mingxing Zhu; Oluwarotimi Williams Samuel; Ijaz Ahmad; Guoru Zhao; Ji Yi; Michael Chi-Fai Tong; Xin Wang 088; Yi Guo; Shixiong Chen (EMBC, 2024)

An Attention-Based Hybrid Deep Learning Approach for Patient-Specific, Cross-Patient, and Patient-Independent Seizure Detection. - Ijaz Ahmad; Xin Wang 088; Lin Li; Zhenzhen Liu; Jun Huang; Sunday Timothy Aboyeji; Guanglin Li 001; Subhas Chandra Mukhopadhyay; Zhiyuan Liu 013; Guoru Zhao; Yi Guo; Shixiong Chen (EMBC, 2024)

An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings. - Oluwarotimi Williams Samuel; Mojisola Grace Asogbon; Frank Kulwa; Alistair A. McEwan; Sunday Timothy Aboyeji; Rami N. Khushaba; Peng Fang 001; Guanglin Li 001 (EMBC, 2024)

Feature Fusion of Gramian Angular Field Deep Learning EEG-Based Epileptic Seizure Classification. - Sunday Timothy Aboyeji; Xin Wang 088; Yan Chen; Ijaz Ahmad; Lin Li; Zhenzhen Liu; Chen Yao; Yu Zhang; Guoru Zhao; Guanglin Li 001; Shixiong Chen (i-CREATe, 2024)

Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach. - Ijaz Ahmad; Zhenzhen Liu; Lin Li; Inam Ullah 001; Sunday Timothy Aboyeji; Xin Wang 088; Oluwarotimi Williams Samuel; Guanglin Li 001; Yuan Tao; Yan Chen; Shixiong Chen (IEEE J. Biomed. Health Informatics, 2024)

DCSENets: Interpretable deep learning for patient-independent seizure classification using enhanced EEG-based spectrogram visualization. - Sunday Timothy Aboyeji; Ijaz Ahmad; Xin Wang 088; Yan Chen; Chen Yao; Guanglin Li 001; Michael Chi-Fai Tong; Alice K. Y. Siu; Guoru Zhao; Shixiong Chen (Comput. Biol. Medicine, 2025)