S185. Using surface electromyography to differentiate between generalized tonic-clonic seizures and psychogenic non-epileptic seizures
Sign Up to like & getrecommendations! Published in 2018 at "Clinical Neurophysiology"
DOI: 10.1016/j.clinph.2018.04.545
Abstract: Introduction It is estimated that 25% of patients previously diagnosed with epilepsy who are not responding to anti-epileptic drugs are found to have psychogenic non-epilepsy seizures (PNES). Using frequency and amplitude analyses, the utility of… read more here.
Keywords: gtcs pnes; frequency; differentiate; low frequency ... See more keywords
IMU, sEMG, or their cross-correlation and temporal similarities: Which signal features detect lateral compensatory balance reactions more accurately?
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.105003
Abstract: BACKGROUND AND OBJECTIVE Falls are the leading cause of fatal and non-fatal injuries among seniors worldwide. While laboratory evidence supports the view that impaired ability to execute compensatory balance responses (CBRs) is linked to an… read more here.
Keywords: detect lateral; features detect; compensatory balance; cross ... See more keywords
Wireless sEMG-based identification in a virtual reality environment
Sign Up to like & getrecommendations! Published in 2019 at "Microelectronics Reliability"
DOI: 10.1016/j.microrel.2019.04.007
Abstract: Abstract A VR real-time control system based on wireless sEMG was designed. The scene in VR was the kitchen at home. The system included sEMG acquisition module, software control module and VR environment module. The… read more here.
Keywords: control; semg; kitchen; identification ... See more keywords
Development of an sEMG sensor composed of two-layered conductive silicone with different carbon concentrations
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-50112-4
Abstract: To achieve robust sEMG measurements in an EMG prosthetic system, this study proposes a surface electromyogram (sEMG) sensor with a novel electrode structure composed of two-layered conductive silicone with different carbon concentrations. We hypothesized there… read more here.
Keywords: silicone; carbon; semg sensor; carbon concentrations ... See more keywords
sEMG-based shoulder-elbow composite motion pattern recognition and control methods for upper limb rehabilitation robot
Sign Up to like & getrecommendations! Published in 2019 at "Assembly Automation"
DOI: 10.1108/aa-11-2017-148
Abstract: Purpose This paper aims to develop a signal acquisition system of surface electromyography (sEMG) and use the characteristics of (sEMG) signal to interference action pattern. Design/methodology/approach This paper proposes a fusion method based on combining… read more here.
Keywords: system; recognition rate; semg; action ... See more keywords
Movements Classification of Multi-Channel sEMG Based on CNN and Stacking Ensemble Learning
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2941977
Abstract: In recent years, the analysis of surface electromyography (sEMG) signals by feature engineering and machine learning has developed rapidly. However, when feature engineering is applied to feature extraction of sEMG signals, important feature information in… read more here.
Keywords: secondary classifier; accuracy; classifier; semg ... See more keywords
Research on sEMG-Based Gesture Recognition by Dual-View Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3158667
Abstract: In the field of human-machine interaction, gesture recognition using sparse multichannel surface electromyography (sEMG) remains a challenge. Based on the Hilbert filling curve, a dual-view multi-scale convolutional neural network (DVMSCNN) is designed to enhance gesture… read more here.
Keywords: dual view; semg; gesture recognition; recognition ... See more keywords
Machine Learning and Signal Processing Based Analysis of sEMG Signals for Daily Action Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3166885
Abstract: The way of living of many individuals around the world endures because of mental and physical disability associated with the movement of limbs. The usage of the assistive technology and systems will enhance the quality… read more here.
Keywords: classification; semg; signal processing; learning signal ... See more keywords
Simultaneous Estimation of Hand Joints’ Angles Toward sEMG-Driven Human–Robot Interaction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3212046
Abstract: Human beings have very dexterous hands which help us manipulate a lot of complicated tools. But most researches focus on gesture recognition. This situation leads to the phenomenon that our prosthetic hands lack continuous and… read more here.
Keywords: estimation; hand; regression model; semg ... See more keywords
Improving the Robustness and Adaptability of sEMG-Based Pattern Recognition Using Deep Domain Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3197831
Abstract: The pattern recognition (PR) based on surface electromyography (sEMG) could improve the quality of daily life of amputees. However, the lack of robustness and adaptability hinders its practical application. To realize the long-term reliability and… read more here.
Keywords: domain adaptation; adaptability; robustness adaptability; semg ... See more keywords
A MEMS-Based Wearable, Flexible Embedded High-Density Sensor With Self-Adhesive PEDOT:PSS Gel for HD-sEMG Monitoring
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2023.3263877
Abstract: The gold standard for dysphagia detection is the videofluoroscopic swallowing study (VFSS), which is the expensive equipment, radioactive, and carries the risk of inadvertent aspiration of contrast agents. Surface electromyography (sEMG) provides low-cost, noninvasive access… read more here.
Keywords: high density; self adhesive; semg; sensor ... See more keywords