Cross entropy-based automatic thresholds setting-up method for sleep staging system. - Chen Chen 039; Adrien Ugon; Xun Zhang 002; Amara Amara; Patrick Garda; Jean-Gabriel Ganascia; Amina Kotti; Carole Philippe; Andréa Pinna 001 (BioCAS, 2016)

Personalized sleep staging system using evolutionary algorithm and symbolic fusion. - Chen Chen 039; Adrien Ugon; Xun Zhang 002; Amara Amara; Patrick Garda; Jean-Gabriel Ganascia; Carole Philippe; Andréa Pinna 001 (EMBC, 2016)

Symbolic Fusion: A Novel Decision Support Algorithm for Sleep Staging Application. - Chen Chen 039; Xue Liu; Adrien Ugon; Xun Zhang 002; Amara Amara; Patrick Garda; Jean-Gabriel Ganascia; Carole Philippe; Andréa Pinna 001 (EAI Endorsed Trans. Pervasive Health Technol., 2016)

An e-health system for personalized automatic sleep stages classification. (Système d'e-santé personnalisé pour la classification automatique des stades de sommeil). - Chen Chen 039 (2016)

A Multichannel EEG Acquisition System With Novel Ag NWs/PDMS Flexible Dry Electrodes. - Zeyu Wang; Chen Chen 039; Wei Li 134; Wei Yuan 005; Tongmeng Han; Chenglu Sun; Linkai Tao; Yuting Zhao; Wei Chen 015 (EMBC, 2018)

Unobtrusive monitoring of cardiorespiratory signals during sleep based on PVDF sensor and singular spectrum analysis. - Wei Li 134; Chenglu Sun; Chen Chen 039; Wei Chen 015 (I2MTC, 2018)

A multichannel reconfigurable EEG acquisition system design with felt-based soft material electrodes. - Zeyu Wang; Wei Li 134; Chen Chen 039; Chenglu Sun; Wei Chen 015 (I2MTC, 2018)

Neural Networks for Pathological Gait Classification Using Wearable Motion Sensors. - Shubao Yin; Chen Chen 039; Hangyu Zhu; Xinping Wang; Wei Chen 015 (BioCAS, 2019)

Novel Active ECG Electrode and Membrane Pressure Sensor-based Unconstrained Cardiorespiratory System for Sleep Monitoring. - Zeyu Wang; Chen Chen 039; Linkai Tao; Wei Yuan 005; Wei Li 134; Chenglu Sun; Wei Chen 015 (EMBC, 2019)

Amplitude-Integrated Electroencephalography Applications and Algorithms in Neonates: A Systematic Review. - Chen Chen 039; Chenglu Sun; Steffen Leonhardt; Peter Andriessen; Hendrik Niemarkt; Wei Chen 015 (IEEE Access, 2019)

Towards a Hybrid Expert System Based on Sleep Event's Threshold Dependencies for Automated Personalized Sleep Staging by Combining Symbolic Fusion and Differential Evolution Algorithm. - Chen Chen 039; Adrien Ugon; Chenglu Sun; Wei Chen 015; Carole Philippe; Andréa Pinna 001 (IEEE Access, 2019)

A Two-Stage Neural Network for Sleep Stage Classification Based on Feature Learning, Sequence Learning, and Data Augmentation. - Chenglu Sun; Jiahao Fan; Chen Chen 039; Wei Li 134; Wei Chen 015 (IEEE Access, 2019)

An Unobtrusive and Non-Contact Method for Respiratory Measurement With Respiratory Region Detecting Algorithm Based on Depth Images. - Chenglu Sun; Wei Li 134; Chen Chen 039; Zeyu Wang; Wei Chen 015 (IEEE Access, 2019)

An Unconstrained Cardiac Monitoring System With Novel Dual Tripolar Concentric Ring Geometry-Based Flexible Active ECG Electrodes for Sleep Health Surveillance. - Zeyu Wang; Chen Chen 039; Linkai Tao; Xian Zhao; Wei Yuan 005; Wei Chen 015 (IEEE Access, 2019)

Identification of Epileptic Seizures by Characterizing Instantaneous Energy Behavior of EEG. - Xian Zhao; Renjie Zhang; Zhenning Mei; Chen Chen 039; Wei Chen 015 (IEEE Access, 2019)

Ranking Power Spectra: A Proof of Concept. - Xilin Yu; Zhenning Mei; Chen Chen 039; Wei Chen 015 (Entropy, 2019)

Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection. - Hemant Ghayvat; Muhammad Awais 008; Sharnil Pandya; Hao Ren; Saeed Akbarzadeh; Subhas Chandra Mukhopadhyay; Chen Chen 039; Prosanta Gope 001; Arpita Chouhan; Wei Chen 015 (Sensors, 2019)

EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network. - Saadullah Farooq Abbasi; Jawad Ahmad 001; Ahsen Tahir; Muhammad Awais 008; Chen Chen 039; Muhammad Irfan 008; Hafza Ayesha Siddiqa; Abu Bakar Waqas; Xi Long; Bin Yin; Saeed Akbarzadeh; Chunmei Lu; et al. (IEEE Access, 2020)

Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. - Muhammad Awais 008; Chen Chen 039; Xi Long; Bin Yin; Anum Nawaz; Saadullah Farooq Abbasi; Saeed Akbarzadeh; Linkai Tao; Chunmei Lu; Laishuan Wang; Ronald M. Aarts; Wei Chen 015 (IEEE Access, 2020)

A Hierarchical Neural Network for Sleep Stage Classification Based on Comprehensive Feature Learning and Multi-Flow Sequence Learning. - Chenglu Sun; Chen Chen 039; Wei Li 134; Jiahao Fan; Wei Chen 015 (IEEE J. Biomed. Health Informatics, 2020)

Unobtrusive Smart Mat System for Sleep Posture Recognition. - Haikang Diao; Chen Chen 039; Wei Chen 015; Wei Yuan 005; Amara Amara (ISCAS, 2021)

Edge-Computing System Based on Smart Mat for Sleep Posture Recognition in IoMT. - Haikang Diao; Chen Chen 039; Xiangyu Liu; Amara Amara; Wei Chen 015 (MobiHealth, 2021)

A Multi-classifier Fusion Approach for Capacitive ECG Signal Quality Assessment. - Zhikun Lie; Yonglin Wu; Guoqiang Zhu; Yang Li; Chen Chen 039; Wei Chen 015 (MobiHealth, 2021)

A Two-Stream Model Combining ResNet and Bi-LSTM Networks for Non-contact Dynamic Electrocardiogram Signal Quality Assessment. - Guoqiang Zhu; Yang Li; Yonglin Wu; Zhikun Lie; Chen Chen 039; Wei Chen 015 (MobiHealth, 2021)

An Accurate and Cost-Effective Approach Towards Real-Time Eye Movement Angle Estimation. - Yunfeng Zhu; Linkai Tao; Zheng Zeng; Hangyu Zhu; Chen Chen 039; Wei Chen 015 (MobiHealth, 2021)

A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedure. - Chen Chen 039; Yan Xu; Zeyu Wang; Chenglu Sun; Xian Zhao; Jiahao Fan; Hendrik Niemarkt; Peter Andriessen; Laishuan Wang; Wei Chen 015 (Biomed. Signal Process. Control., 2021)

Dynamic weighted "small-world" graphical network establishment for fNIRS time-varying brain function analysis. - Yalin Wang 012; Xian Zhao; Wei Zhou; Chen Chen 039; Wei Chen 015 (Biomed. Signal Process. Control., 2021)

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)

MSSET: A high-performance time-frequency analysis method for sparse-spectrum biomedical signal. - Yalin Wang 012; Wei Zhou; Xian Zhao; Chen Chen 039; Wei Chen 015 (Comput. Biol. Medicine, 2021)

An energy screening and morphology characterization-based hybrid expert scheme for automatic identification of micro-sleep event K-complex. - Xian Zhao; Chen Chen 039; Wei Zhou; Yalin Wang 012; Jiahao Fan; Zeyu Wang; Saeed Akbarzadeh; Wei Chen 015 (Comput. Methods Programs Biomed., 2021)

Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People. - Long Meng; Anjing Zhang; Chen Chen 039; Xingwei Wang 007; Xinyu Jiang; Linkai Tao; Jiahao Fan; Xuejiao Wu; Chenyun Dai; Yiyuan Zhang; Bart Vanrumste; Toshiyo Tamura; et al. (Sensors, 2021)

Deep Residual Networks for Sleep Posture Recognition With Unobtrusive Miniature Scale Smart Mat System. - Haikang Diao; Chen Chen 039; Wei Yuan 005; Amara Amara; Toshiyo Tamura; Jiahao Fan; Long Meng; Xiangyu Liu; Wei Chen 015 (IEEE Trans. Biomed. Circuits Syst., 2021)

Automatic upper-extremity Brunnstrom Classification for Stroke Survivors with a Minimum Number of Tasks. - Haibo Qin; Long Meng; Chen Chen 039; Guoqiang Zhu; Xuejiao Wu; Anjing Zhang; Wei Chen 015 (EMBC, 2022)

An unobtrusive upper-limb activity recognition system based on deep neural network fusion for stroke survivors. - Qi Fu; Haibo Qin; Long Meng; Anjing Zhang; Chen Chen 039; Wei Chen 015 (ICBBE, 2022)

A Miniaturized Flexible Functional Near-infrared Spectroscopy System for Obstructive Sleep Apnea Detection. - Xude Huang; Shuwei Zhang; Chen Chen 039; Wei Chen 015 (ISCAS, 2022)

Nonlinear directed information flow estimation for fNIRS brain network analysis based on the modified multivariate transfer entropy. - Yalin Wang 012; Chen Chen 039; Wei Chen 015 (Biomed. Signal Process. Control., 2022)

Real-Time and Cost-Effective Smart Mat System Based on Frequency Channel Selection for Sleep Posture Recognition in IoMT. - Haikang Diao; Chen Chen 039; Xiangyu Liu; Wei Yuan 005; Amara Amara; Toshiyo Tamura; Benny Lo; Jiahao Fan; Long Meng; Sio-Hang Pun; Yuan-Ting Zhang; Wei Chen 015 (IEEE Internet Things J., 2022)

Sensing and computing for smart healthcare. - Chen Chen 039; Caifeng Shan; Ronald M. Aarts; Xi Long (J. Ambient Intell. Smart Environ., 2022)

Predicting Feeding Conditions of Premature Infants Through Non-Nutritive Sucking Skills Using a Sensitized Pacifier. - Saeed Akbarzadeh; Tianchan Lyu; Roozbeh Farhoodi; Muhammad Awais 008; Saadullah Farooq Abbasi; Xian Zhao; Chen Chen 039; Amara Amara; Yasemin M. Akay; Metin Akay; Wei Chen 015 (IEEE Trans. Biomed. Eng., 2022)

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)

Non disturbance gait signal acquisition insole for daily monitoring. - Hongyu Chen 002; Zaihao Wang; Long Meng; Wenting Qin; Junfa Wu; Jiapeng Liu; Haibo Qin; Chen Chen 039; Wei Chen 015 (BSN, 2023)

KL Divergence-based transfer learning for cross-subject eye movement recognition with EOG signals. - Ruizhi Su; Zheng Zeng; Linkai Tao; Zaihao Wang; Chen Chen 039; Wei Chen 015 (EMBC, 2023)

Prognostic Analysis of KCNQ2 Patients via Combining EEG Deep Features and Machine Learning Classifiers. - Zheng Zeng; Yan Xu; Yuanfeng Zhou; Ruizhi Su; Linkai Tao; Zaihao Wang; Chen Chen 039; Wei Chen 015 (EMBC, 2023)

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)

MaskSleepNet: A Cross-Modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging. - Hangyu Zhu; Wei Zhou; Cong Fu 011; Yonglin Wu; Ning Shen; Feng Shu 001; Huan Yu; Wei Chen 015; Chen Chen 039 (IEEE J. Biomed. Health Informatics, 2023)

Evaluation of Stroke Rehabilitation Using Smart Pressure Insoles and Ensemble Learning Algorithm. - Qiangqiang Chen; Xiaoyu Chen; Chen Chen 039; Wenting Qin; Taiyang Liu; Bin Yin; Wei Chen 015; Hongyu Chen 002 (BSN, 2024)

Multi-Modal Flexible Headband for Sleep Monitoring. - Zaihao Wang; Yuhao Ding; Hongyu Chen 002; Zihao Wang; Chen Chen 039; Wei Chen 015 (BSN, 2024)

sEMG-Based Multi-DoF Finger Force Modeling for User-Tailored Wearable Prosthesis and Armband Applications. - Zihao Wang; Long Meng; Zaihao Wang; Chen Chen 039; Wei Chen 015 (BSN, 2024)

A Multi-channel Eye-Mask-based Wearable System for Accurate Eye Movement Recognition and Saccadic Angle Estimation. - Zheng Zeng; Linkai Tao; Ligang Zhou; Xia Hu 002; Wei Yuan 005; Chen Chen 039; Wei Chen 015 (EMBC, 2024)

Feature Pyramid Network and Gated Recurrent Unit-based Obstructive Events Detection from Nighttime Audio. - Xia Hu 002; Huiping Luo; Ligang Zhou; Rui Fang; Zheng Zeng; Jingchun Luo; Chen Chen 039; Wei Chen 015 (ICBET, 2024)

A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks. - Ligang Zhou; Xia Hu 002; Zheng Zeng; Laishuan Wang; Yan Xu; Chen Chen 039; Wei Chen 015 (ICBET, 2024)

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. - Muhammad Irfan 008; Hafza Ayesha Siddiqa; Abdelwahed Nahli; Chen Chen 039; Yan Xu; Laishuan Wang; Anum Nawaz; Abdulhamit Subasi; Tomi Westerlund; Wei Chen 015 (IEEE Access, 2024)

Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging. - Hafza Ayesha Siddiqa; Zhenning Tang; Yan Xu; Laishuan Wang; Muhammad Irfan 008; Saadullah Farooq Abbasi; Anum Nawaz; Chen Chen 039; Wei Chen 015 (IEEE Access, 2024)

Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques. - Zihao Wang; Huiying Wan; Long Meng; Zheng Zeng; Metin Akay; Chen Chen 039; Wei Chen 015 (Biomed. Signal Process. Control., 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)

Exploring Key Factors on Capacitive ECG Signal Quality Under Practical Considerations. - Rui Cui; Xiongwen Zheng; Kaichen Wang; Hongyu Chen 002; Wei Chen 015; Chen Chen 039; Jingchun Luo (IEEE Trans. Instrum. Meas., 2024)

Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle Estimation. - Zheng Zeng; Linkai Tao; Ruizhi Su; Yunfeng Zhu; Long Meng; Adili Tuheti; Hao Huang; Feng Shu 001; Wei Chen 015; Chen Chen 039 (IEEE J. Biomed. Health Informatics, 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)

A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks. - Hangyu Zhu; Yan Xu; Yonglin Wu; Ning Shen; Laishuan Wang; Chen Chen 039; Wei Chen 015 (Int. J. Neural Syst., 2024)

PSEENet: A Pseudo-Siamese Neural Network Incorporating Electroencephalography and Electrooculography Characteristics for Heterogeneous Sleep Staging. - Wei Zhou; Ning Shen; Ligang Zhou; Minghui Liu; Yiyuan Zhang; Cong Fu 011; Huan Yu; Feng Shu 001; Wei Chen 015; Chen Chen 039 (IEEE J. Biomed. Health Informatics, 2024)

Causal Brain Network in Clinically-Annotated Epileptogenic Zone Predicts Surgical Outcomes of Drug-Resistant Epilepsy. - Yalin Wang 012; Wentao Lin; Yuanfeng Zhou; Weihao Zheng; Chen Chen 039; Wei Chen 015; Bin Hu 001 (IEEE Trans. Biomed. Eng., 2024)

Multi-scale Inception-based Deep Fusion Network for electrooculogram-based eye movements classification. - Zheng Zeng; Linkai Tao; Jun Hu 001; Ruizhi Su; Long Meng; Chen Chen 039; Wei Chen 015 (Biomed. Signal Process. Control., 2025)

Application of artificial intelligence in physiological measurement based screening and diagnosis of chronic obstructive pulmonary disease: A review. - Xiaoyu Chen; Xingchen Dong; Qiangqiang Chen; Chen Chen 039; Wei Chen 015; Hongyu Chen 002; Bin Yin (Expert Syst. Appl., 2025)

EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification. - Hafza Ayesha Siddiqa; Muhammad Farrukh Qureshi; Arsalan Khurshid; Yan Xu; Laishuan Wang; Saadullah Farooq Abbasi; Chen Chen 039; Wei Chen 015 (Frontiers Comput. Neurosci., 2025)

ASTGSleep: Attention-Based Spatial-Temporal Graph Network for Sleep Staging. - Xiaoyu Chen; Yiyuan Zhang; Qiangqiang Chen; Ligang Zhou; Hongyu Chen 002; Huijuan Wu; Yunxia Xu; Kun Chen; Bin Yin; Wei Chen 015; Chen Chen 039 (IEEE Trans. Instrum. Meas., 2025)

Residual Self-Calibrated Network With Multi-Scale Channel Attention for Accurate EOG-Based Eye Movement Classification. - Zheng Zeng; Linkai Tao; Ruizhi Su; Adili Tuheti; Hao Huang; Chen Chen 039; Wei Chen 015 (IEEE J. Biomed. Health Informatics, 2025)

A Novel NICU Sleep State Stratification: Multiperspective Features, Adaptive Feature Selection and Ensemble Model. - Muhammad Irfan 008; Abdulhamit Subasi; Zhenning Tang; Laishuan Wang; Yan Xu; Chen Chen 039; Tomi Westerlund; Wei Chen 015 (IEEE Trans. Biomed. Eng., 2025)