Sample entropy-based surface electromyographic examination with a linear electrode array in survivors with spinal cord injury

L Li, X Wang, B Yao, X Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This study aimed to evaluate the utility of sample entropy (SampEn) of surface
electromyographic signals (sEMG) in quantifying neuromuscular changes after spinal cord …

A novel interpretation of sample entropy in surface electromyographic examination of complex neuromuscular alternations in subacute and chronic stroke

X Tang, X Zhang, X Gao, X Chen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The objective of this paper was to develop sample entropy (SampEn) as a novel surface
electromyogram (EMG) biomarker to quantitatively examine post-stroke neuromuscular …

Clustering index analysis on EMG-Torque relation-based representation of complex neuromuscular changes after spinal cord injury

X Wang, L Li, Y Wei, P Zhou - Journal of Electromyography and …, 2024 - Elsevier
Spinal cord injury (SCI) resulting in complex neuromuscular pathology is not sufficiently well
understood. To better quantify neuromuscular changes after SCI, this study uses a clustering …

Spatial filtering for enhanced high-density surface electromyographic examination of neuromuscular changes and its application to spinal cord injury

X Zhang, X Li, X Tang, X Chen, X Chen… - … of NeuroEngineering and …, 2020 - Springer
Background Spatial filtering of multi-channel signals is considered to be an effective pre-
processing approach for improving signal-to-noise ratio. The use of spatial filtering for …

Analysis of surface EMG baseline for detection of hidden muscle activity

X Zhang, P Zhou - Journal of neural engineering, 2014 - iopscience.iop.org
Objective. This study explored the feasibility of detecting hidden muscle activity in surface
electromyogram (EMG) baseline. Approach. Power spectral density (PSD) analysis and …

Assessing muscle fatigue in multiple sclerosis using the sample entropy of electromyographic signals: A proof of concept

M Gomez-Hernández, N Olaya-Mira… - Journal of Medical …, 2023 - journals.lww.com
Background: Multiple sclerosis (MS) is a progressive and neurodegenerative disease of the
central nervous system. Its symptoms vary greatly, which makes its diagnosis complex …

Spasticity assessment based on the Hilbert–Huang transform marginal spectrum entropy and the root mean square of surface electromyography signals: a preliminary …

B Hu, X Zhang, J Mu, M Wu, Y Wang - Biomedical Engineering Online, 2018 - Springer
Background Most of the objective and quantitative methods proposed for spasticity
measurement are not suitable for clinical application, and methods for surface …

Fatiguing effects on the multi-scale entropy of surface electromyography in children with cerebral palsy

T Hong, X Zhang, H Ma, Y Chen, X Chen - Entropy, 2016 - mdpi.com
The objective of this study was to investigate the effects of muscle fatigue on the multi-scale
entropy of surface electromyography (EMG) in children with cerebral palsy (CP) and typical …

Local band spectral entropy based on wavelet packet applied to surface EMG signals analysis

X Chen, P Xie, H Liu, Y Song, Y Du - Entropy, 2016 - mdpi.com
An efficient analytical method for electromyogram (EMG) signals is of great significance to
research the inherent mechanism of a motor-control system. In this paper, we proposed an …

Sample entropy analysis of surface EMG for improved muscle activity onset detection against spurious background spikes

X Zhang, P Zhou - Journal of Electromyography and Kinesiology, 2012 - Elsevier
Voluntary surface electromyogram (EMG) signal is sometimes contaminated by spurious
background spikes of both physiological and extrinsic or accidental origins. A novel method …