A novel muscle synergy extraction method used for motor function evaluation of stroke patients: a pilot study
Y Ma, C Shi, J Xu, S Ye, H Zhou, G Zuo - Sensors, 2021 - mdpi.com
… a novel muscle synergy extraction method based on … NMF) method for extracting non-sparse
muscle synergy, and we study its potential application for evaluating motor function of stroke …
muscle synergy, and we study its potential application for evaluating motor function of stroke …
[PDF][PDF] Muscle synergy analysis yields an efficient and physiologically relevant method of assessing stroke
… how stroke severity impacts muscle synergies, we compared the synergies of stroke survivors
with the standard synergies. At … We extracted muscle synergies from EMGs measured in 41 …
with the standard synergies. At … We extracted muscle synergies from EMGs measured in 41 …
Upper limb motor function quantification in post-stroke rehabilitation using muscle synergy space model
… This paper presents a new assessment method based on muscle synergy space (MSS) model
… And the synergy extraction method of time-varying synergy model is different from that of …
… And the synergy extraction method of time-varying synergy model is different from that of …
Merging and fractionation of muscle synergy indicate the recovery process in patients with hemiplegia: the first study of patients after subacute stroke
Y Hashiguchi, K Ohata, R Kitatani… - Neural …, 2016 - Wiley Online Library
… of synergies was not found in subacute stroke patients with … the number of synergies in
subacute stroke patients did not … could affect the extraction of muscle synergies. However, a …
subacute stroke patients did not … could affect the extraction of muscle synergies. However, a …
Lower limb muscle synergies during walking after stroke: a systematic review
T Van Criekinge, J Vermeulen… - Disability and …, 2020 - Taylor & Francis
… Extracted data consisted of subject characteristics (age, time … a recovery process during the
period when most recovery gains … of time post stroke on muscle synergies and the functional …
period when most recovery gains … of time post stroke on muscle synergies and the functional …
Muscle Synergy Plasticity in Motor Function Recovery After Stroke
… Therefore, the abnormal muscle synergies in stroke patients … , and recruitment methods of
muscle synergy after stroke may … When extracting muscle synergy from severe stroke patients, …
muscle synergy after stroke may … When extracting muscle synergy from severe stroke patients, …
Stability of muscle synergies for voluntary actions after cortical stroke in humans
VCK Cheung, L Piron, M Agostini… - Proceedings of the …, 2009 - National Acad Sciences
… with muscle recordings from stroke patients … muscles of both the unaffected and the
stroke-affected arms and used suitable computational methods both for extracting muscle synergies …
stroke-affected arms and used suitable computational methods both for extracting muscle synergies …
A neuromuscular electrical stimulation strategy based on muscle synergy for stroke rehabilitation
C Zhuang, JC Marquez, HE Qu, X He… - 2015 7th International …, 2015 - ieeexplore.ieee.org
… methods for the patient to achieve an individualized and functional rehabilitation training.
In this research work, muscle synergies … The extraction of muscle synergies can be reached …
In this research work, muscle synergies … The extraction of muscle synergies can be reached …
Effects of early and intensive neuro-rehabilitative treatment on muscle synergies in acute post-stroke patients: a pilot study
… workload underlying the estimation of muscle activity (see Material and methods, for further
details), … (B) for each of extracted synergies in healthy and stroke patients before and after the …
details), … (B) for each of extracted synergies in healthy and stroke patients before and after the …
Using different matrix factorization approaches to identify muscle synergy in stroke survivors
Y Ma, S Ye, D Zhao, X Liu, L Cao, H Zhou, G Zuo… - Medical Engineering & …, 2023 - Elsevier
… The influences of initial processes of different matrix factorization methods on muscle synergy
… information regarding muscle activation can be extracted from muscle synergy. Thus, …
… information regarding muscle activation can be extracted from muscle synergy. Thus, …
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