Guanglin Li
Orcid: 0000-0001-9016-2617Affiliations:
- Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Research Center for Neural Engineering, China
- Chicago and Northwestern University, Rehabilitation Institute, IL, USA (2006 - 2009)
- Biotechplex Corporation, Elk Grove Village, USA (2002 - 2006)
- Shandong University, Department of Electrical Engineering, Jinan, China (1997 - 1999)
- Zhejiang University, Institute of Biomedical Engineering, Hangzhou, China (PhD)
According to our database1,
Guanglin Li
authored at least 246 papers
between 2001 and 2025.
Collaborative distances:
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Bibliography
2025
Integration of multiscale fusion of residual neural network with 2-D gramian angular fields for lower limb movement recognition based on multi-channel sEMG signals.
Biomed. Signal Process. Control., 2025
2024
Smartphone videos-driven musculoskeletal multibody dynamics modelling workflow to estimate the lower limb joint contact forces and ground reaction forces.
Medical Biol. Eng. Comput., December, 2024
Towards Wearable and Portable Spine Motion Analysis Through Dynamic Optimization of Smartphone Videos and IMU Data.
IEEE J. Biomed. Health Informatics, October, 2024
Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach.
IEEE J. Biomed. Health Informatics, October, 2024
IEEE J. Biomed. Health Informatics, September, 2024
Loading Recognition for Lumbar Exoskeleton Based on Multi-Channel Surface Electromyography From Low Back Muscles.
IEEE Trans. Biomed. Eng., July, 2024
Custom orthotic design by integrating 3D scanning and subject-specific FE modelling workflow.
Medical Biol. Eng. Comput., July, 2024
A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals.
IEEE J. Biomed. Health Informatics, June, 2024
High-Quality Auditory Brainstem Response Acquisition in Motion via Adaptive Kalman Filtering.
IEEE Trans. Cogn. Dev. Syst., June, 2024
A Multidataset Characterization of Window-Based Hyperparameters for Deep CNN-Driven sEMG Pattern Recognition.
IEEE Trans. Hum. Mach. Syst., February, 2024
An efficient feature selection and explainable classification method for EEG-based epileptic seizure detection.
J. Inf. Secur. Appl., February, 2024
IEEE Trans. Instrum. Meas., 2024
A robust feature adaptation approach against variation of muscle contraction forces for myoelectric pattern recognition-based gesture characterization.
Biomed. Signal Process. Control., 2024
Restoration of Tactile Sensation for Prosthetic Users by Non-Invasive Electrical Stimulation and Assessment with EEG.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2024
A Prosthetic Hand System with Human-Like Grasping by Combining EMG and Visual Information.
Proceedings of the 30th International Conference on Mechatronics and Machine Vision in Practice, 2024
Investigation of Artifact Contamination Impact on EEG Oscillations Towards Enhanced Motor Function Characterization.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
An efficient attention-driven deep neural network approach for continuous estimation of knee joint kinematics via sEMG signals during running.
Biomed. Signal Process. Control., September, 2023
Simultaneous hand/wrist motion recognition and continuous grasp force estimation based on nonlinear spectral sEMG features for transradial amputees.
Biomed. Signal Process. Control., August, 2023
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems.
IEEE Trans. Biomed. Eng., May, 2023
A Transfer Learning Based Cross-Subject Generic Model for Continuous Estimation of Finger Joint Angles From a New User.
IEEE J. Biomed. Health Informatics, April, 2023
Towards Optimizing the Quality of Long-Term Physiological Signals Monitoring by Using Anhydrous Carbon Paste Electrode.
IEEE Trans. Biomed. Eng., February, 2023
Simultaneous estimation of grip force and wrist angles by surface electromyography and acceleration signals.
Biomed. Signal Process. Control., 2023
A Preliminary Study on the Functional Coupling between Nerve and Blood Microcirculation for Applications in Rehabilitation Robots.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023
A high-density stretchable electrode array for stable sEMG monitoring on dorsal hand.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023
A Pilot Study on Coupling Behaviors of Limb Movements and Brain Activation Based on EEG and fNIRS Synchronization Information.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023
Latency Localization of Auditory Brainstem Response by Different Deep Learning Methods.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023
Effect of Camera Position on Knee Angle Extracted by Single RGB Camera Markerless Method of Human Posture.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023
Evoking and Evaluation of Non-invasive Sensory Feedback for Applications in Neural Rehabilitation: A Pilot Study.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023
A Novel Duo-Stage driven Deep Neural Network Approach for Mitigating Electrode Shift Impact on Myoelectric Pattern Recognition Systems.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2023
Performance Evaluation of Deep Learning Techniques on Classifying Commercial Sensor-based Auditory Brainstem Response.
Proceedings of the 16th International Conference on Sensing Technology, 2023
An Attention-based Bidirectional LSTM Model for Continuous Cross-Subject Estimation of Knee Joint Angle during Running from sEMG Signals.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Adhesive Carbon Paste Electrode for Convenient and Long-term Electrocardiogram Monitoring: A Pilot Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Spasticity assessment with muscle coactivation of elbow flexors during passive stretch in Post-stroke Hemiplegia.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
The Changes of Cardiovascular Neurotransmitter Levels under Low-Intensity Focused Ultrasound Stimulation of the Vagus Nerve.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A Precise Hip Protection System with Multi-scale Fall Warning Algorithm Based on Offset Displacement.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Analysis of Artifactual Components Rejection Threshold towards Enhanced Characterization of Neural Activity in Post-Stroke Survivor.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
The influence of structural parameters on the design function of the tendon driven prosthetic hand.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
Trace Finger Kinematics from Surface Electromyography by Using Kalman Decoding Method.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
An IMU-Based Auditory Early Warning Method for the Intracranial Hematoma Puncture Surgery Navigation.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
The Effects of Adaptive Kalman Filtering on the Morphology of Auditory Brainstem Response in Real Active Behavior: A Pilot Study.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
An intelligent prosthetic system for EMG pattern recognition based prosthesis control<sup>*</sup>.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
A Novel Metric based on Bootstrapping Approach for sEMG Signal Quality Assessment Towards Robust Decoding of Lower Limb Locomotion.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
Improve the Performance of Active Knee Prosthesis During Stairs Ascent by Using the Leading Reference Control System.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
An Approach for EEG Data Augmentation Based on Deep Convolutional Generative Adversarial Network.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2023
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
Development of a Hybrid Actuation Hand Exoskeleton with Redundant Compliant Mechanisms.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023
2022
A Robust Extraction Approach of Auditory Brainstem Response Using Adaptive Kalman Filtering Method.
IEEE Trans. Biomed. Eng., 2022
Synergy Analysis of Back Muscle Activities in Patients With Adolescent Idiopathic Scoliosis Based on High-Density Electromyogram.
IEEE Trans. Biomed. Eng., 2022
Investigation on Pulse Wave Forward Peak Detection and Its Applications in Cardiovascular Health.
IEEE Trans. Biomed. Eng., 2022
Performance analysis of unpowered lower limb exoskeleton during sit down and stand up.
Robotica, 2022
A CNN-Attention Network for Continuous Estimation of Finger Kinematics from Surface Electromyography.
IEEE Robotics Autom. Lett., 2022
A Portable Wearable Inertial System for Rehabilitation Monitoring and Evaluation of Patients With Total Knee Replacement.
Frontiers Neurorobotics, 2022
High-density surface EMG signal quality enhancement via optimized filtering technique for amputees' motion intent characterization towards intuitive prostheses control.
Biomed. Signal Process. Control., 2022
A Novel Gesture Recognition Technique based on sEMG Armband and Leap Motion Controller.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022
Performance Evaluation of Head-Mounted Display based Brain-Computer Interface for Virtual Robotic Arm Operation.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022
A Deep-Learning-Based Method for Gaining More Biomechanical Parameters with Fewer Sensors in Fast and Complex Movements.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022
A quantitative biomechanical study for precise orthopedic intervention in idiopathic scoliosis.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2022
Intelligence Combiner: A Combination of Deep Learning and Handcrafted Features for an Adolescent Psychosis Prediction using EEG Signals.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
On the Application of Parsimonious Models for Surgical Anesthesia Depth Prediction using EEG Recordings.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
Analyzing the Impact of Varied Window Hyper-parameters on Deep CNN for sEMG based Motion Intent Classification.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
Performance Evaluation of HD-sEMG Electrode Configurations on Myoelectric Based Pattern Recognition System: High-Level Amputees.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Structural Design and Control of a Multi-degree-of-freedom Modular Bionic Arm Prosthesis.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022
Brain Network Connectivity Analysis of Different ADHD Groups Based on CNN-LSTM Classification Model.
Proceedings of the Intelligent Robotics and Applications - 15th International Conference, 2022
2021
Towards Improving the Quality of Electrophysiological Signal Recordings by Using Microneedle Electrode Arrays.
IEEE Trans. Biomed. Eng., 2021
A Bi-Directional LSTM Network for Estimating Continuous Upper Limb Movement From Surface Electromyography.
IEEE Robotics Autom. Lett., 2021
A Novel and Efficient Feature Extraction Method for Deep Learning Based Continuous Estimation.
IEEE Robotics Autom. Lett., 2021
Decoding movement intent patterns based on spatiotemporal and adaptive filtering method towards active motor training in stroke rehabilitation systems.
Neural Comput. Appl., 2021
An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees.
Comput. Methods Programs Biomed., 2021
GBRAMP: A generalized backtracking regularized adaptive matching pursuit algorithm for signal reconstruction.
Comput. Electr. Eng., 2021
Contrast of multi-resolution analysis approach to transhumeral phantom motion decoding.
CAAI Trans. Intell. Technol., 2021
Simultaneous estimation of multi-finger forces by surface electromyography and accelerometry signals.
Biomed. Signal Process. Control., 2021
Towards accurate estimation of cuffless and continuous blood pressure using multi-order derivative and multivariate photoplethysmogram features.
Biomed. Signal Process. Control., 2021
Stability region derived by center of mass for older adults during trivial movements.
Biomed. Signal Process. Control., 2021
A new strategy based on feature filtering technique for improving the real-time control performance of myoelectric prostheses.
Biomed. Signal Process. Control., 2021
Neuro-evolutionary approach for optimal selection of EEG channels in motor imagery based BCI application.
Biomed. Signal Process. Control., 2021
Asynchronous steady-state visual evoked potential brain-computer interface application: True and false positive rate comparison between with and without eye-tracking switch paradigms.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
3-Dimensional Logic Motion Sensing of Polyvinylidene Fluoride for Self-Powered Flexible Interactive Electronics.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Auditory Brainstem Responses evoked by Swept-tone in Unilateral Sensorineural Hearing Loss Patients.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Evaluation of Phantom Finger Sensation Evoked by Electrical Stimulation for Transradial Amputee: A Case Study.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
A Pilot Study on a Multimodal Wearable System by Applying a Two-Chain Biomechanical Model in the Alpine Ski Slalom.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
A Preliminary Study on an IMU-Based Surgery Assisting Method for Minimally Invasive Puncture of Intracranial Hematoma.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
The effects of different training modes on the performance of silent speech recognition based on high-density sEMG.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Toward reducing the effect of force variations on electromyography pattern recognition by Mel-frequency spectrum.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021
A Low Channel Number Sensing Approach for an Ethnic Specific Labour Immanency Prediction using Bio-Electromagnetism.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
A Comparative Analysis on the Impact of Linear and Non-Linear Filtering Techniques on EMG Signal Quality of Transhumeral Amputees.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
A Deep Learning based Model for Decoding Motion Intent of Traumatic Brain Injured Patients' using HD-sEMG Recordings.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
A Novel Synchronous Hybrid Steady-State Brain-Computer Interface Based on Visual and Auditory Integration.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021
A Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Spectrum power and brain functional connectivity of different EEG frequency bands in attention network tests.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Pilot Study on Long-term Physiological Signal Monitoring using Anhydrous Viscoplastic Electrodes.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Automatic Fall Protection for Hips Based on Micromechanical Double Gas Cylinder Rapid Puncture and Bionic Capsule Inflation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Pilot Study of Thermal Effect of Low-intensity Focused Ultrasound on Blood Pressure Modulation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021
2020
Appropriate Feature Set and Window Parameters Selection for Efficient Motion Intent Characterization towards Intelligently Smart EMG-PR System.
Symmetry, 2020
IEEE Netw., 2020
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks.
Future Gener. Comput. Syst., 2020
Towards resolving the co-existing impacts of multiple dynamic factors on the performance of EMG-pattern recognition based prostheses.
Comput. Methods Programs Biomed., 2020
Identification of Upper-Limb Movements Based on Muscle Shape Change Signals for Human-Robot Interaction.
Comput. Math. Methods Medicine, 2020
Continuous estimation of upper limb joint angle from sEMG signals based on SCA-LSTM deep learning approach.
Biomed. Signal Process. Control., 2020
FPGA Implementation of Visual Noise Optimized Online Steady-State Motion Visual Evoked Potential BCI System<sup>*</sup>.
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020
Proceedings of the 17th International Conference on Ubiquitous Robots, 2020
The Effects of Electrode Locations on Silent Speech Recognition using High-Density sEMG.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
The Performance Evaluation of SSVEP-BCI Actuated Wheelchair with Parameter Setting of Time-Window Length and Stimulation Layout.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
A Pilot Study on Auditory Brainstem Response Evoked with Randomized Stimulation Rate.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
A New Approach for Hand Gesture Recognition Based on the Fusion of sEMG and Impedance Information.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
Efficient Classification of Motor Imagery using Particle Swarm Optimization-based Neural Network for IoT Applications.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020
Enhancement of Upper Limb Movement Classification based on Wiener Filtering Technique.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020
Time-frequency Analysis of Electroencephalogram Signals in a Cognitive Decision-making Task.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
The Effects of Channel Number on Classification Performance for sEMG-based Speech Recognition.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Characterizing Multiple Patterns of Motor Intent Using Spatial-Temporal Information for Intuitively Active Motor Training in Stroke Survivors.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Bio-Inspired Algorithms for Optimal Feature Selection in Motor Imagery-Based Brain-Computer Interface<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Robustness of Muscle Synergies under Variant Muscle Contraction Force during Forearm Movements.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Facial Electromyography Mapping in Healthy and Bell's Palsy Subjects: A High-Density Surface EMG Study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Synergistic Myoelectrical Activities of Forearm Muscles Improving Robust Recognition of Multi-Fingered Gestures.
Sensors, 2019
Appropriate Mother Wavelets for Continuous Gait Event Detection Based on Time-Frequency Analysis for Hemiplegic and Healthy Individuals.
Sensors, 2019
A joint resource-aware and medical data security framework for wearable healthcare systems.
Future Gener. Comput. Syst., 2019
IEEE Consumer Electron. Mag., 2019
Intelligent EMG Pattern Recognition Control Method for Upper-Limb Multifunctional Prostheses: Advances, Current Challenges, and Future Prospects.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Using Kalman Filter to Process Auditory Brainstem Responses in Subjects with Normal Hearing.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Two Frequencies Sequential Coding for the ASSR-based Brain-Computer Interface Application.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Comparison of English and Chinese Speech Recognition Using High-Density Electromyography.
Proceedings of the 13th International Conference on Sensing Technology, 2019
Contraction Patterns of Facial and Neck Muscles in Speaking Tasks Using High-Density Electromyography.
Proceedings of the 13th International Conference on Sensing Technology, 2019
Spatio-Temporal Based Descriptor for Limb Movement-Intent Characterization in EMG-Pattern Recognition System.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Assessment of Lumbar Muscles Coordinated Activity Based on High-Density Surface Electromyography: A Pilot Study.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Comparing Auditory Brainstem Responses evoked by Click and Sweep-Tone in Normal-Hearing Adults.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Comparison of Contributions between Facial and Neck Muscles for Speech Recognition Using High-Density surface Electromyography.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019
Gesture Recognition Based on Nano-gold Flexible Sensor using Different Training Modes.
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019
Proceedings of the 2019 IEEE International Conference on Cyborg and Bionic Systems, 2019
A Channel Selection Approach Based on Convolutional Neural Network for Multi-channel EEG Motor Imagery Decoding.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019
2018
IEEE J. Biomed. Health Informatics, 2018
Non-Uniform Sample Assignment in Training Set Improving Recognition of Hand Gestures Dominated with Similar Muscle Activities.
Frontiers Neurorobotics, 2018
Optimization of signal quality over comfortability of textile electrodes for ECG monitoring in fog computing based medical applications.
Future Gener. Comput. Syst., 2018
Pattern recognition of electromyography signals based on novel time domain features for amputees' limb motion classification.
Comput. Electr. Eng., 2018
Comput. Electr. Eng., 2018
Comput. Electr. Eng., 2018
A Robust Sparse Representation Based Pattern Recognition Approach for Myoelectric Control.
IEEE Access, 2018
Towards Control of EEG-Based Robotic Arm Using Deep Learning via Stacked Sparse Autoencoder.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018
Development of Tendon Driven Under-Actuated Mechanism Applied in an EMG Prosthetic Hand with Three Major Grasps for Daily Life.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the 12th International Conference on Sensing Technology, 2018
A Comparative Analysis of Convergence Rate for Imbalanced Datasets of Active Learning Models.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Using Muscle Synergy to Evaluate the Neck Muscular Activities during Normal Swallowing.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Pilot Study on Using Forcemyography to Record Upper-limb Movements for Human-machine Interactive Control.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Normalization factor for the assessment of elbow spasticity with passive stretch measurement: maximum torque VS. body weight.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Novel Time-Domain Descriptor for Improved Prediction of Upper Limb Movement Intent in EMG-PR System.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Novel Flexible Sensor for Muscle Shape Change Monitoring in Limb Motion Recognition.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Design and Experimental Validation of a Synchronous Wireless Acquisition System of EMG and Muscle Impedance Signals.
Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018
Contraction Patterns of Neck Muscles during Phonating by High-Density Surface Electromyography.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Design of a Low-Cost and Humanoid Myoelectric Prosthetic Hand Driven by a Single Actuator to Realize Basic Hand Functions.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Highly Stretchable Electrodes Based on Gold Films with Cyclic Stability for Electrocorticogram Recordings.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
An Analysis of Biomechanical Characteristics of Gait Based on the Musculoskeletal Model.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Determining the Optimal Window Parameters for Accurate and Reliable Decoding of Multiple Classes of Upper Limb Motor Imagery Tasks.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Efficient Channel Selection Approach for Motor Imaginary Classification based on Convolutional Neural Network.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Electrophysiological Assessment of Peripheral Nerve Stimulation through Somatosensory Evoked Potential in Rat Hindlimb.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Influence of Functional Electrical Stimulation on Muscle and Nerve Rehabilitation in Post Targeted Muscle Reinnervation Surgery.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Improving the Robustness of Myoelectric Control System Using Linear Regression Classifier.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
Effect of Window Conditioning Parameters on the Classification Performance and Stability of EMG-Based Feature Extraction Methods.
Proceedings of the IEEE International Conference on Cyborg and Bionic Systems, 2018
2017
Development of Sensory-Motor Fusion-Based Manipulation and Grasping Control for a Robotic Hand-Eye System.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Erratum: Sandeep P., et al. An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks. <i>Sensors</i> 2015, <i>15</i>, 15067-15089.
Sensors, 2017
Towards Efficient Decoding of Multiple Classes of Motor Imagery Limb Movements Based on EEG Spectral and Time Domain Descriptors.
J. Medical Syst., 2017
Improving the Robustness of Electromyogram-Pattern Recognition for Prosthetic Control by a Postprocessing Strategy.
Frontiers Neurorobotics, 2017
An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction.
Expert Syst. Appl., 2017
Resolving the adverse impact of mobility on myoelectric pattern recognition in upper-limb multifunctional prostheses.
Comput. Biol. Medicine, 2017
A Novel Technique for Robust and Fast Segmentation of Corneal Layer Interfaces Based on Spectral-Domain Optical Coherence Tomography Imaging.
IEEE Access, 2017
Real-time classification of forearm movements based on high density surface electromyography.
Proceedings of the 2017 IEEE International Conference on Real-time Computing and Robotics, 2017
Improving the myoelectric motion classification performance by feature filtering strategy.
Proceedings of the 2017 IEEE International Conference on Real-time Computing and Robotics, 2017
Identification of isotonic forearm motions using muscle synergies for brain injured patients.
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
Proceedings of the 2nd International Conference on Advanced Robotics and Mechatronics, 2017
A pilot study on the evaluation of normal phonating function based on high-density sEMG topographic maps.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Electromyogram-based method to secure wireless body sensor networks for rehabilitation systems.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Assessment of elbow spasticity with surface electromyography and mechanomyography based on support vector machine.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A new EMG-based index towards the assessment of elbow spasticity for post-stroke patients.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Motor imagery classification of upper limb movements based on spectral domain features of EEG patterns.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Using spatial features for classification of combined motions based on common spatial pattern.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Using a new PPG indicator to increase the accuracy of PTT-based continuous cuffless blood pressure estimation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Increasing the robustness against force variation in EMG motion classification by common spatial patterns.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Activity Recognition Based on Pattern Recognition of Myoelectric Signals for Rehabilitation.
Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017
2016
Towards Real-Time Detection of Gait Events on Different Terrains Using Time-Frequency Analysis and Peak Heuristics Algorithm.
Sensors, 2016
A preliminary evaluation of myoelectrical energy distribution of the front neck muscles in pharyngeal phase during normal swallowing.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A new approach to mitigate the effect of force variation on pattern recognition for myoelectric control.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A canonical correlation analysis based EMG classification algorithm for eliminating electrode shift effect.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Fuzzy Approximation-Based Adaptive Backstepping Control of an Exoskeleton for Human Upper Limbs.
IEEE Trans. Fuzzy Syst., 2015
Stimulating the Comfort of Textile Electrodes in Wearable Neuromuscular Electrical Stimulation.
Sensors, 2015
An Efficient Biometric-Based Algorithm Using Heart Rate Variability for Securing Body Sensor Networks.
Sensors, 2015
New Control Strategies for Multifunctional Prostheses that Combine Electromyographic and Speech Signals.
IEEE Intell. Syst., 2015
Segmentation of Brain Tissues from Magnetic Resonance Images Using Adaptively Regularized Kernel-Based Fuzzy c-Means Clustering.
Comput. Math. Methods Medicine, 2015
Spatially distributed sequential array stimulation of tibial anterior muscle for foot drop correction.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Towards determining the afferent sites of perception feedback on residual arms of amputees with transcutaneous electrical stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Effects of contralateral acoustic stimulation on otoacoustic emissions induced by swept tones.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Piezoelectrets and their applications as wearable physiological-signal sensors and energy harvesters.
Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015
2014
Using a Dynamic Tracking Filter to Extract Distortion-Product Otoacoustic Emissions Evoked With Swept-Tone Signals.
IEEE J. Biomed. Health Informatics, 2014
Exploring the mechanism of neural-function reconstruction by reinnervated nerves in targeted muscles.
J. Zhejiang Univ. Sci. C, 2014
A Prosthesis Control System Based on the Combination of Speech and sEMG Signals and Its Performance Assessment.
Proceedings of the Health Information Science - Third International Conference, 2014
Using wavelet analysis to reveal the muscle functional recovery following nerve reinnervation in a rat model.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Effects of non-training movements on the performance of motion classification in electromyography pattern recognition.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Using thin-film piezoelectret to detect tactile and slip signals for restoring sensation of prosthetic hands.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
A pilot study of high-density electromyographic maps of muscle activity in normal deglutition.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Role for gene sequence, codon bias and mRNA folding energy in modulating structural symmetry of proteins.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Motion recognition for simultaneous control of multifunctional transradial prostheses.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Pattern recognition based forearm motion classification for patients with chronic hemiparesis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Using speech for mode selection in control of multifunctional myoelectric prostheses.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Using textile electrode EMG for prosthetic movement identification in transradial amputees.
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013
2012
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012
Reduction of the effect of arm position variation on real-time performance of motion classification.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Real-time performance of textile electrodes in electromyogram pattern-recognition based prosthesis control.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
Comparison of electromyography and mechanomyogram in control of prosthetic system in multiple limb positions.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
IEEE Trans. Inf. Technol. Biomed., 2011
Performance of electromyography recorded using textile electrodes in classifying arm movements.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Based Myoelectric Control.
IEEE Trans. Biomed. Eng., 2009
2008
Modeling of Prosthetic Limb Rotation Control by Sensing Rotation of Residual Arm Bone.
IEEE Trans. Biomed. Eng., 2008
2007
An Algorithm to Detect P300 Potentials Based on F-Score Channel Selection and Support Vector Machines.
Proceedings of the Third International Conference on Natural Computation, 2007
2003
Noninvasive localization of the site of origin of paced cardiac activation in human by means of a 3-D heart model.
IEEE Trans. Biomed. Eng., 2003
Noninvasive imaging of cardiac transmembrane potentials within three-dimensional myocardium by means of a realistic geometry anisotropic heart model.
IEEE Trans. Biomed. Eng., 2003
2002
IEEE Trans. Biomed. Eng., 2002
2001
Localization of the site of origin of cardiac activation by means of a heart-model-based electrocardiographic imaging approach.
IEEE Trans. Biomed. Eng., 2001