Chen Chen
Orcid: 0000-0001-7587-3314Affiliations:
- Fudan University, Human Phenome Institute, Shanghai, China
- Fudan University, Department of Electronic Engineering, Center for Intelligent Medical Electronics, Shanghai, China
- Pierre and Marie Curie University, Paris, France (PhD 2016)
According to our database1,
Chen Chen
authored at least 61 papers
between 2016 and 2025.
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Bibliography
2025
Residual Self-Calibrated Network With Multi-Scale Channel Attention for Accurate EOG-Based Eye Movement Classification.
IEEE J. Biomed. Health Informatics, January, 2025
2024
Causal Brain Network in Clinically-Annotated Epileptogenic Zone Predicts Surgical Outcomes of Drug-Resistant Epilepsy.
IEEE Trans. Biomed. Eng., December, 2024
PSEENet: A Pseudo-Siamese Neural Network Incorporating Electroencephalography and Electrooculography Characteristics for Heterogeneous Sleep Staging.
IEEE J. Biomed. Health Informatics, September, 2024
A Sequential End-to-End Neonatal Sleep Staging Model with Squeeze and Excitation Blocks and Sequential Multi-Scale Convolution Neural Networks.
Int. J. Neural Syst., March, 2024
Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models.
IEEE J. Biomed. Health Informatics, January, 2024
Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle Estimation.
IEEE J. Biomed. Health Informatics, January, 2024
Exploring Key Factors on Capacitive ECG Signal Quality Under Practical Considerations.
IEEE Trans. Instrum. Meas., 2024
MAGSleepNet: Adaptively multi-scale temporal focused sleep staging model for multi-age groups.
Expert Syst. Appl., 2024
Optimization of inter-subject sEMG-based hand gesture recognition tasks using unsupervised domain adaptation techniques.
Biomed. Signal Process. Control., 2024
Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging.
IEEE Access, 2024
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification.
IEEE Access, 2024
A Hybrid Neonatal Sleep Staging Method based on Convolutional Neural Networks and Graph Neural Networks.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024
Feature Pyramid Network and Gated Recurrent Unit-based Obstructive Events Detection from Nighttime Audio.
Proceedings of the 14th International Conference on Biomedical Engineering and Technology, 2024
A Multi-channel Eye-Mask-based Wearable System for Accurate Eye Movement Recognition and Saccadic Angle Estimation.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024
Evaluation of Stroke Rehabilitation Using Smart Pressure Insoles and Ensemble Learning Algorithm.
Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024
2023
MaskSleepNet: A Cross-Modality Adaptation Neural Network for Heterogeneous Signals Processing in Sleep Staging.
IEEE J. Biomed. Health Informatics, May, 2023
Cumulative Diversity Pattern Entropy (CDEn): A High-Performance, Almost-Parameter-Free Complexity Estimator for Nonstationary Time Series.
IEEE Trans. Ind. Informatics, 2023
Prognostic Analysis of KCNQ2 Patients via Combining EEG Deep Features and Machine Learning Classifiers.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
KL Divergence-based transfer learning for cross-subject eye movement recognition with EOG signals.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023
2022
User-Tailored Hand Gesture Recognition System for Wearable Prosthesis and Armband Based on Surface Electromyogram.
IEEE Trans. Instrum. Meas., 2022
Predicting Feeding Conditions of Premature Infants Through Non-Nutritive Sucking Skills Using a Sensitized Pacifier.
IEEE Trans. Biomed. Eng., 2022
Real-Time and Cost-Effective Smart Mat System Based on Frequency Channel Selection for Sleep Posture Recognition in IoMT.
IEEE Internet Things J., 2022
Nonlinear directed information flow estimation for fNIRS brain network analysis based on the modified multivariate transfer entropy.
Biomed. Signal Process. Control., 2022
A Miniaturized Flexible Functional Near-infrared Spectroscopy System for Obstructive Sleep Apnea Detection.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
An unobtrusive upper-limb activity recognition system based on deep neural network fusion for stroke survivors.
Proceedings of the 9th International Conference on Biomedical and Bioinformatics Engineering, 2022
Automatic upper-extremity Brunnstrom Classification for Stroke Survivors with a Minimum Number of Tasks.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Deep Residual Networks for Sleep Posture Recognition With Unobtrusive Miniature Scale Smart Mat System.
IEEE Trans. Biomed. Circuits Syst., 2021
Exploration of Human Activity Recognition Using a Single Sensor for Stroke Survivors and Able-Bodied People.
Sensors, 2021
An energy screening and morphology characterization-based hybrid expert scheme for automatic identification of micro-sleep event K-complex.
Comput. Methods Programs Biomed., 2021
MSSET: A high-performance time-frequency analysis method for sparse-spectrum biomedical signal.
Comput. Biol. Medicine, 2021
A review of wearable and unobtrusive sensing technologies for chronic disease management.
Comput. Biol. Medicine, 2021
Dynamic weighted "small-world" graphical network establishment for fNIRS time-varying brain function analysis.
Biomed. Signal Process. Control., 2021
A digitized approach for amplitude-integrated electroencephalogram transformation towards a standardized procedure.
Biomed. Signal Process. Control., 2021
An Accurate and Cost-Effective Approach Towards Real-Time Eye Movement Angle Estimation.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021
A Two-Stream Model Combining ResNet and Bi-LSTM Networks for Non-contact Dynamic Electrocardiogram Signal Quality Assessment.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021
Proceedings of the Wireless Mobile Communication and Healthcare, 2021
Proceedings of the Wireless Mobile Communication and Healthcare, 2021
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021
2020
A Hierarchical Neural Network for Sleep Stage Classification Based on Comprehensive Feature Learning and Multi-Flow Sequence Learning.
IEEE J. Biomed. Health Informatics, 2020
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition.
IEEE Access, 2020
EEG-Based Neonatal Sleep-Wake Classification Using Multilayer Perceptron Neural Network.
IEEE Access, 2020
2019
Smart Aging System: Uncovering the Hidden Wellness Parameter for Well-Being Monitoring and Anomaly Detection.
Sensors, 2019
Identification of Epileptic Seizures by Characterizing Instantaneous Energy Behavior of EEG.
IEEE Access, 2019
An Unconstrained Cardiac Monitoring System With Novel Dual Tripolar Concentric Ring Geometry-Based Flexible Active ECG Electrodes for Sleep Health Surveillance.
IEEE Access, 2019
An Unobtrusive and Non-Contact Method for Respiratory Measurement With Respiratory Region Detecting Algorithm Based on Depth Images.
IEEE Access, 2019
A Two-Stage Neural Network for Sleep Stage Classification Based on Feature Learning, Sequence Learning, and Data Augmentation.
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.
IEEE Access, 2019
Amplitude-Integrated Electroencephalography Applications and Algorithms in Neonates: A Systematic Review.
IEEE Access, 2019
Novel Active ECG Electrode and Membrane Pressure Sensor-based Unconstrained Cardiorespiratory System for Sleep Monitoring.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019
2018
A multichannel reconfigurable EEG acquisition system design with felt-based soft material electrodes.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
Unobtrusive monitoring of cardiorespiratory signals during sleep based on PVDF sensor and singular spectrum analysis.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
A Multichannel EEG Acquisition System With Novel Ag NWs/PDMS Flexible Dry Electrodes.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2016
An e-health system for personalized automatic sleep stages classification. (Système d'e-santé personnalisé pour la classification automatique des stades de sommeil).
PhD thesis, 2016
EAI Endorsed Trans. Pervasive Health Technol., 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016