IEEE Journal of Translational Engineering in Health and Medicine
Articles
Massage Therapy’s Effectiveness on the decoding EEG rhythms of Left/Right Motor Imagery and Motion Execution in Patients with Skeletal Muscle Pain
Objective: Most of effectiveness assessments of the widely-used Massage therapy were based on subjective routine clinical assessment tools, such as Visual Analogue Scale (VAS) score. However, few studies demonstrated the impact of massage on the Electroencephalograph (EEG) rhythm decoding of...
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Posted on 4 FEB 2021
Articles
LoCoMo-Net: A Low-Complex Deep Learning Framework for sEMG Based Hand Movement Recognition for Prosthetic Control
Arvind Gautam, Madhuri Panwar, Archana Wankhede, Sridhar Arjunan, Ganesh Naik, Amit Charyya, Dinesh Kumar
Background: The enhancement in the performance of the myoelectric pattern recognition techniques based on deep learning algorithm possess computationally expensive and exhibit extensive memory behavior. Therefore, in this paper we report a deep learning framework named ‘Low-Complex Movement recognition-Net’ (LoCoMo-Net)...
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Posted on 17 SEP 2020
Featured Articles
Bilevel Optimization for Cost Function Determination in Dynamic Simulation of Human Gait
Predictive simulation based on dynamic optimization using musculoskeletal models is a powerful approach for studying human gait. Predictive musculoskeletal simulation may be used for a variety of applications from designing assistive devices to testing theories of motor control. However, the...
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Posted on 18 JUL 2019
Featured Articles
Synergy-Based FES for Post-Stroke Rehabilitation of Upper-Limb Motor Functions
Functional electrical stimulation (FES) is capable of activating muscles that are under-recruited in neurological diseases, such as stroke. Therefore, FES provides a promising technology for assisting upper-limb motor functions in rehabilitation following stroke. However, the full benefits of FES may...
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Posted on 21 FEB 2019
Featured Articles
Voluntary Control of Residual Antagonistic Muscles in Transtibial Amputees: Feedforward Ballistic Contractions and Implications for Direct Neural Control of Powered Lower Limb Prostheses
Discrete, rapid (i.e., ballistic like) muscle activation patterns have been observed in ankle muscles (i.e., plantar flexors and dorsiflexors) of able-bodied individuals during voluntary posture control. This observation motivated us to investigate whether transtibial amputees are capable of generating such...
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Posted on 29 JAN 2019
Articles, Published Articles
EMG Pattern Recognition Control of the DEKA Arm: Impact on User Ratings of Satisfaction and Usability
Abstract
The DEKA Arm has multiple degrees of freedom which historically have been operated primarily by inertial measurement units (IMUs). However, the IMUs are not appropriate for all potential users; new control methods are needed. The purposes of this study were:...
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Posted on 9 JAN 2019
Featured Articles
Unimanual vs Bimanual Motor Imagery Classifiers for Assistive and Rehabilitative Brain Computer Interfaces
Bimanual movements are an integral part of everyday activities and are often included in rehabilitation therapies. Yet electroencephalography (EEG) based assistive and rehabilitative brain computer interface (BCI) systems typically rely on motor imagination (MI) of one limb at the time....
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Posted on 7 DEC 2018
Featured Articles
Functional selectivity of lumbosacral stimulation: Methodological approach and pilot study to assess visceral function in pigs
Thomas Guiho, Christine Azevedo-Coste, David Andreu, Claire Delleci, Luc Bauchet, Jean-Rodolphe Vignes, David Guiraud
Nearly all spinal cord injured (SCI) individuals lose bladder control and are prone to kidney complications if intermittent catheterization is not applied. Electrical stimulation (ES) of the sacral anterior roots with an implantable neuroprosthesis is one means to restore continence...
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Posted on 19 NOV 2018
Featured Articles
Design and Test of a Biomechanical Model for the Estimation of Knee Joint Angle During Indoor Rowing: Implications for FES-Rowing Protocols in Paraplegia
Taian Vieira, Giacinto Luigi Cerone, Laura Gastaldi, Stefano Pastorelli, Liliam F. Oliveira, Marco Gazzoni, Alberto Botter
Functional electrical stimulation of lower limb muscles during rowing provides a means for the cardiovascular conditioning in paraplegia. The possibility of shaping stimulation profiles according to changes in knee angle, so far conceived as changes in seat position, may help...
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Posted on 16 NOV 2018
Featured Articles
Reducing the Energy Cost of Human Running Using an Unpowered Exoskeleton
In this paper, we present a new perspective to design an unpowered exoskeleton for metabolic rate reduction in running. According to our studies on human biomechanics, it was observed that having a torsional spring which applies torque as a linear...
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Posted on 16 OCT 2018