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Author Davidowitz, I.; Parmet, Y.; Frenkel-Toledo, S.; Banina, M.C.; Soroker, N.; Solomon, J.M.; Liebermann, D.G.; Levin, M.F.; Berman, S.
Title Relationship Between Spasticity and Upper-Limb Movement Disorders in Individuals With Subacute Stroke Using Stochastic Spatiotemporal Modeling Type Journal Article
Year 2019 Publication Neurorehabilitation and Neural Repair Abbreviated Journal Neurorehabil Neural Repair
Volume 33 Issue 2 Pages 141-152
Keywords Gaussian mixture model; Kullback-Liebler divergence; spasticity; stroke; upper-limb kinematics
Abstract BACKGROUND: Spasticity is common in patients with stroke, yet current quantification methods are insufficient for determining the relationship between spasticity and voluntary movement deficits. This is partly a result of the effects of spasticity on spatiotemporal characteristics of movement and the variability of voluntary movement. These can be captured by Gaussian mixture models (GMMs). OBJECTIVES: To determine the influence of spasticity on upper-limb voluntary motion, as assessed by the bidirectional Kullback-Liebler divergence (BKLD) between motion GMMs. METHODS: A total of 16 individuals with subacute stroke and 13 healthy aged-equivalent controls reached to grasp 4 targets (near-center, contralateral, far-center, and ipsilateral). Two-dimensional GMMs (angle and time) were estimated for elbow extension motion. BKLD was computed for each individual and target, within the control group and between the control and stroke groups. Movement time, final elbow angle, average elbow velocity, and velocity smoothness were computed. RESULTS: Between-group BKLDs were much larger than within control-group BKLDs. Between-group BKLDs for the near-center target were lower than those for the far-center and contralateral targets, but similar to that for the ipsilateral target. For those with stroke, the final angle was lower for the near-center target, and the average velocity was higher. Velocity smoothness was lower for the near-center than for the ipsilateral target. Elbow flexor and extensor passive muscle resistance (Modified Ashworth Scale) strongly explained BKLD values. CONCLUSIONS: Results support the view that individuals with poststroke spasticity have a velocity-dependent reduction in active elbow joint range and that BKLD can be used as an objective measure of the effects of spasticity on reaching kinematics.
Address (down) 1 Ben-Gurion University of the Negev, Beer-Sheva, Israel
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Language English Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 1545-9683 ISBN Medium
Area Expedition Conference
Notes PMID:30744528 Approved no
Call Number Serial 93
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Author Liebermann, D.G.; Berman, S.; Weiss, P.L.T.; Levin, M.F.
Title Kinematics of reaching movements in a 2-d virtual environment in adults with and without stroke Type Journal Article
Year 2012 Publication IEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society Abbreviated Journal IEEE Trans Neural Syst Rehabil Eng
Volume 20 Issue 6 Pages 778-787
Keywords
Abstract Virtual reality environments are increasingly being used for upper limb rehabilitation in poststroke patients. Our goal was to determine if arm reaching movements made in a 2-D video-capture virtual reality environment are similar to those made in a comparable physical environment. We compared arm and trunk kinematics for reaches made with the right, dominant arm to three targets (14 trials per target) in both environments by 16 adults with right poststroke hemiparesis and by eight healthy age-matched controls. Movement kinematics were recorded with a three-camera optoelectronic system at 100 samples/s. Reaching movements made by both control and stroke subjects were affected by viewing the targets in the video-capture 2-D virtual environment. Movements were slower, shorter, less straight, less accurate and involved smaller ranges of shoulder and elbow joint excursions for target reaches in the virtual environment compared to the physical environment in all subjects. Thus, there was a decrease in the overall movement quality for movements made in the 2-D virtual environment. This suggests that 2-D video-capture virtual reality environments should be used with caution when the goal of the rehabilitation program is to improve the quality of movement patterns of the upper limb.
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Corporate Author Thesis
Publisher Place of Publication Editor
Language English Summary Language Original Title
Series Editor Series Title Abbreviated Series Title
Series Volume Series Issue Edition
ISSN 1534-4320 ISBN Medium
Area Expedition Conference
Notes PMID:22907972 Approved no
Call Number Serial 28
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Author Flash, T.; Richardson, M. E.; Handzel, A. A.; Liebermann, D. G.
Title Computational Models and Geometric Approaches in Arm Trajectory Control Studies Type Book Chapter
Year 2003 Publication Progress in Motor Control III: From Basic Science to Applications Abbreviated Journal
Volume Issue Pages
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Publisher Human Kinetics Place of Publication Champaign, Il Editor M. L. Latash; M. F. Levin
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Series Editor Series Title Abbreviated Series Title
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ISSN ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Serial 44
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Author Liebermann, D.G.; Franks, I. M.
Title The use of feedback-based technologies in skill acquisition Type Book Chapter
Year 2004 Publication Notational analysis of Sport and Coaching Science Abbreviated Journal
Volume Issue Pages
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Publisher E & FN Spon Pub Place of Publication Editor M. Hughes; I.M. Franks
Language Summary Language Original Title
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ISSN ISBN Medium
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Notes Approved no
Call Number Serial 45
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Author Carmeli E.; Liebermann, D.G.
Title The Function of the Aging Hand Type Book Chapter
Year 2007 Publication The Geriatric Rehabilitation Manual Abbreviated Journal
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Publisher Elsevier Place of Publication NY Editor T. L. Kauffman; M. Moran; J. Barr
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ISSN ISBN Medium
Area Expedition Conference
Notes Approved no
Call Number Serial 46
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