Literature review of stroke assessment for upper-extremity physical function via EEG, EMG, kinematic, and kinetic measurements and their reliability

RM Maura, S Rueda Parra, RE Stevens… - Journal of …, 2023 - Springer
Background Significant clinician training is required to mitigate the subjective nature and
achieve useful reliability between measurement occasions and therapists. Previous …

Combined use of EMG and EEG techniques for neuromotor assessment in rehabilitative applications: A systematic review

C Brambilla, I Pirovano, RM Mira, G Rizzo, A Scano… - Sensors, 2021 - mdpi.com
Electroencephalography (EEG) and electromyography (EMG) are widespread and well-
known quantitative techniques used for gathering biological signals at cortical and muscular …

Muscle synergies for evaluating upper limb in clinical applications: A systematic review

K Zhao, Z Zhang, H Wen, B Liu, J Li, A d'Avella… - Heliyon, 2023 - cell.com
Introduction Muscle synergies have been proposed as a strategy employed by the central
nervous system to control movements. Muscle synergy analysis is a well-established …

Are muscle synergies useful for stroke rehabilitation?

YNG Hong, AN Ballekere, BJ Fregly, J Roh - Current Opinion in Biomedical …, 2021 - Elsevier
Modular organization of human movement has been studied for several decades using
muscle synergy analysis. Whether the reduction in control dimensionality calculated by …

Improving NeuCube spiking neural network for EEG-based pattern recognition using transfer learning

X Wu, Y Feng, S Lou, H Zheng, B Hu, Z Hong, J Tan - Neurocomputing, 2023 - Elsevier
Electroencephalogram (EEG) data are produced in quantity for measuring brain activity in
response to external stimuli. With the rapid development of brain-inspired intelligence …

Functional synergy recruitment index as a reliable biomarker of motor function and recovery in chronic stroke patients

N Irastorza-Landa, E García-Cossio… - Journal of neural …, 2021 - iopscience.iop.org
Objective. Stroke affects the expression of muscle synergies underlying motor control, most
notably in patients with poorer motor function. The majority of studies on muscle synergies …

Preclinical upper limb neurorobotic platform to assess, rehabilitate, and develop therapies

M Pasquini, ND James, I Dewany, FV Coen, N Cho… - Science Robotics, 2022 - science.org
Numerous neurorehabilitative, neuroprosthetic, and repair interventions aim to address the
consequences of upper limb impairments after neurological disorders. Although these …

Myoelectric interface training enables targeted reduction in abnormal muscle co-activation

G Seo, A Kishta, E Mugler, MW Slutzky… - … of neuroengineering and …, 2022 - Springer
Background Abnormal patterns of muscle co-activation contribute to impaired movement
after stroke. Previously, we developed a myoelectric computer interface (MyoCI) training …

Evidence of synergy coordination patterns of upper-limb motor control in stroke patients with mild and moderate impairment

K Zhao, C He, W Xiang, Y Zhou, Z Zhang, J Li… - Frontiers in …, 2023 - frontiersin.org
Objectives: Previous studies showed that the central nervous system (CNS) controls
movements by recruiting a low-dimensional set of modules, usually referred to as muscle …

Effects of hemispheric stroke localization on the reorganization of arm movements within different mechanical environments

L Pellegrino, M Coscia, C Pierella, P Giannoni, A Cherif… - Life, 2021 - mdpi.com
This study investigated how stroke's hemispheric localization affects motor performance,
spinal maps and muscle synergies while performing planar reaching with and without …