EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study

Background Several studies investigating the use of electromyographic (EMG) signals in robot-based stroke neuro-rehabilitation to enhance functional recovery. Here we explored whether a classical EMG-based patterns recognition approach could be employed to predict patients’ intentions while attempti...

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Bibliographic Details
Published in:	Journal of neuroengineering and rehabilitation Vol. 10; no. 1; p. 75
Main Authors:	Cesqui, Benedetta, Tropea, Peppino, Micera, Silvestro, Krebs, Hermano Igo
Format:	Journal Article
Language:	English
Published:	London BioMed Central 15.07.2013 BioMed Central Ltd Springer Nature B.V
Subjects:	Arm - physiopathology Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedicine Electromyography - methods Endorsements Experiments Feasibility Studies Female Hand - physiopathology Human mechanics Humans Male Medical research Medicine, Experimental Movement - physiology Muscle, Skeletal - physiopathology Neurofeedback Neurology Neurosciences Patients Physiological research Rehabilitation Rehabilitation Medicine Rehabilitation technology Robotics Robotics - methods Robots Stroke Stroke - physiopathology Stroke Rehabilitation Support Vector Machine Therapists Therapy Misclassification Rate West Direction North Direction Support Vector Machine East Direction
ISSN:	1743-0003, 1743-0003
Online Access:	Get full text
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