2013
DOI: 10.1016/j.jelekin.2012.10.001
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Measurement of synergy and spasticity during functional movement of the post-stoke hemiplegic upper limb

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Cited by 29 publications
(26 citation statements)
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“…It has been emphasized that EMG is the most appropriate method to measure motor function, because it has high clinical significance [9−13, 15, 16, 20]. Integral EMG (IEMG) [14] and co-contraction ratio (CCR) [16] have been suggested to determine the co-contraction ratio between muscles. In recent years, partially linear decomposition methods, such principal component analysis (PCA), linear independent component analysis (ICA) [21,22], and nonnegative matrix factorization (NMF) [23], are often used to investigate the relation between cortical activation (electroencephalography) and movement (EMG).…”
Section: Discussionmentioning
confidence: 99%
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“…It has been emphasized that EMG is the most appropriate method to measure motor function, because it has high clinical significance [9−13, 15, 16, 20]. Integral EMG (IEMG) [14] and co-contraction ratio (CCR) [16] have been suggested to determine the co-contraction ratio between muscles. In recent years, partially linear decomposition methods, such principal component analysis (PCA), linear independent component analysis (ICA) [21,22], and nonnegative matrix factorization (NMF) [23], are often used to investigate the relation between cortical activation (electroencephalography) and movement (EMG).…”
Section: Discussionmentioning
confidence: 99%
“…Because motor impairment in the upper extremity is the most frequent stroke complication, therapists make considerable efforts to target abnormal muscle activities. Furthermore, the present study proposes a promising method to objectively assess hemiplegic upper extremities to avoid unreliable assessments, such as the FM score, as pointed out by [16] Despite these facts, such subjective assessment methods are the most widely used in clinical settings [19,25]. Although these clinical assessments are very useful to roughly estimate motor disorders, they cannot clarify multiple muscle activities in detail.…”
Section: Discussionmentioning
confidence: 99%
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“…16 Furthermore, spasticity patterns may differ according to whether a lesion occurs in the brain or at the level of the spinal cord. 17 For example, muscle synergy and spasticity induce distinctive and complex movement patterns in individuals with stroke primarily characterized by spastic hemiplegic posturing , 18 whereas extensor spasms, flexor withdrawal spasms and clonus are frequently reported in SCI. 19 Different patterns can impact the functional sequelae of the spasticity, 19 and consideration of these patterns may improve the dosing, goal setting and outcome measures selected to examine the effects of spasticity treatment.…”
Section: Introductionmentioning
confidence: 99%
“…However, it has been demonstrated that during rehabilitation the affected limb develops undesired compensatory strategies [3]. Thus, it is essential to understand healthy motor-control to avoid detrimental rehabilitation and guide a correct therapy design [4].…”
Section: Introductionmentioning
confidence: 99%