Chen Chen

Orcid: 0000-0001-7587-3314

Affiliations:
  • 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 49 papers between 2016 and 2024.

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Bibliography

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

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification.
IEEE Access, 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

Non disturbance gait signal acquisition insole for daily monitoring.
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

Sensing and computing for smart healthcare.
J. Ambient Intell. Smart Environ., 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

A Multi-classifier Fusion Approach for Capacitive ECG Signal Quality Assessment.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

Edge-Computing System Based on Smart Mat for Sleep Posture Recognition in IoMT.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

Unobtrusive Smart Mat System for Sleep Posture Recognition.
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

Ranking Power Spectra: A Proof of Concept.
Entropy, 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

Neural Networks for Pathological Gait Classification Using Wearable Motion Sensors.
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

Symbolic Fusion: A Novel Decision Support Algorithm for Sleep Staging Application.
EAI Endorsed Trans. Pervasive Health Technol., 2016

Personalized sleep staging system using evolutionary algorithm and symbolic fusion.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Cross entropy-based automatic thresholds setting-up method for sleep staging system.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016


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