Automated epileptic seizure detection by analyzing wearable EEG signals using extended correlation-based feature selection. - Yao Guo 005; Yuan Zhang 007; Md Mursalin; Wenyao Xu; Benny Lo (BSN, 2018)

Analysing Epileptic EEG Signals Based on Improved Transition Network. - Yang Li 185; Yao Guo 005; Qingfang Meng; Zaiguo Zhang; Peng Wu; Hanyong Zhang (ISNN (2), 2019)

EEG classification by filter band component regularized common spatial pattern for motor imagery. - Yao Guo 005; Yuan Zhang 007; Zhiqiang Chen; Yi Liu; Wei Chen 015 (Biomed. Signal Process. Control., 2020)

Epilepsy Seizure Prediction on EEG Using Common Spatial Pattern and Convolutional Neural Network. - Yuan Zhang 007; Yao Guo 005; Po Yang 001; Wei Chen 015; Benny Lo (IEEE J. Biomed. Health Informatics, 2020)

A review of wearable and unobtrusive sensing technologies for chronic disease management. - Yao Guo 005; Xiangyu Liu; Shun Peng; Xinyu Jiang; Ke Xu 006; Chen Chen 039; Zeyu Wang; Chenyun Dai; Wei Chen 015 (Comput. Biol. Medicine, 2021)

User-Tailored Hand Gesture Recognition System for Wearable Prosthesis and Armband Based on Surface Electromyogram. - Long Meng; Xinyu Jiang; Xiangyu Liu; Jiahao Fan; Haoran Ren; Yao Guo 005; Haikang Diao; Zihao Wang; Chen Chen 039; Chenyun Dai; Wei Chen 015 (IEEE Trans. Instrum. Meas., 2022)

Cumulative Diversity Pattern Entropy (CDEn): A High-Performance, Almost-Parameter-Free Complexity Estimator for Nonstationary Time Series. - Yalin Wang 012; Minghui Liu; Yao Guo 005; Feng Shu 001; Chen Chen 039; Wei Chen 015 (IEEE Trans. Ind. Informatics, 2023)

Clinical Validation of a Capacitive Electrocardiogram Cushion Utilized for Arrhythmias Monitoring. - Yonglin Wu; Ke Xu 006; Shun Peng; Yizhou Cao; Yongwen Huang; Rui Cui; Hangyu Zhu; Yao Guo 005; Zhen Wang; Chenyun Dai; Wei Chen 015 (IEEE Trans. Instrum. Meas., 2023)

Cybersecurity in neural interfaces: Survey and future trends. - Xinyu Jiang; Jiahao Fan; Ziyue Zhu; Zihao Wang; Yao Guo 005; Xiangyu Liu; Fumin Jia; Chenyun Dai (Comput. Biol. Medicine, 2023)

Physiological measurements for driving drowsiness: A comparative study of multi-modality feature fusion and selection. - Yonglin Wu; Xinyu Jiang; Yao Guo 005; Hangyu Zhu; Chenyun Dai; Wei Chen 015 (Comput. Biol. Medicine, 2023)

Cross-speed and Cross-posture Gait Phase Partitioning Based on Multi-modal Data. - Jionghui Liu; Fumin Jia; Yonglin Wu; Chenyun Dai; Yangyang Yuan; Yao Guo 005 (EMBC, 2024)

Enhancing Epileptic Seizure Detection with Random Input Selection in Graph-Wave Networks. - Yonglin Wu; Jionghui Liu; Yangyang Yuan; Haoran Ren; Chenyun Dai; Yao Guo 005 (EMBC, 2024)

Exploration of Task-Specific Components in Different sEMG Features. - Yangyang Yuan; Yao Guo 005; Yonglin Wu; Chenyun Dai; Jionghui Liu (EMBC, 2024)

MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups. - Hangyu Zhu; Yao Guo 005; Yonglin Wu; Yiyuan Zhang; Ning Shen; Yan Xu; Laishuan Wang; Chen Chen 039; Wei Chen 015 (Expert Syst. Appl., 2024)

Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models. - Hangyu Zhu; Yonglin Wu; Yao Guo 005; Cong Fu 011; Feng Shu 001; Huan Yu; Wei Chen 015; Chen Chen 039 (IEEE J. Biomed. Health Informatics, 2024)

sEMG-Based Inter-Session Hand Gesture Recognition via Domain Adaptation with Locality Preserving and Maximum Margin. - Yao Guo 005; Jiayan Liu; Yonglin Wu; Xinyu Jiang; Yalin Wang 012; Long Meng; Xiangyu Liu; Feng Shu 001; Chenyun Dai; Wei Chen 015 (Int. J. Neural Syst., 2024)

A Robust and Real-Time Framework of Cross-Subject Myoelectric Control Model Calibration via Multi-Source Domain Adaptation. - Jiayan Liu; Yangyang Yuan; Xinyu Jiang; Yao Guo 005; Fumin Jia; Chenyun Dai (IEEE J. Biomed. Health Informatics, 2024)

Exploring data augmentation methods to enhance EEG measures for epilepsy seizure detection. - Yao Guo 005; Xiaoxiao Zhang; Chenyun Dai (Comput. Biol. Medicine, 2025)

A Novel State Space Model with Dynamic Graphic Neural Network for EEG Event Detection. - Xinying Li; Shengjie Yan; Yonglin Wu; Chenyun Dai; Yao Guo 005 (Int. J. Neural Syst., 2025)