FS-HGR: Few-Shot Learning for Hand Gesture Recognition via Electromyography [PDF]
IEEE transactions on neural systems and rehabilitation engineering, 2020 This work is motivated by the recent advances in Deep Neural Networks (DNNs) and their widespread applications in human-machine interfaces. DNNs have been recently used for detecting the intended hand gesture through the processing of surface ...
E. Rahimian +5 more
semanticscholar +1 more source
Utilization of electromyography during selective obturator neurotomy to treat spastic cerebral palsy accompanied by scissors gait [PDF]
Journal of Integrative Neuroscience, 2019 Selective obturator neurotomy is a commonly used neurosurgical intervention for spastic cerebral palsy with scissors gait. Here we report the use of surface electromyography to assess the accuracy and effect of selective obturator neurotomy procedures ...
Songtao Ren, Weidong Liu, Li Wang, Changli Guo, Qi Pang
doaj +1 more source
Hand Gesture Recognition Using Compact CNN via Surface Electromyography Signals
Italian National Conference on Sensors, 2020 By training the deep neural network model, the hidden features in Surface Electromyography(sEMG) signals can be extracted. The motion intention of the human can be predicted by analysis of sEMG.
Lin Chen +4 more
semanticscholar +1 more source
Repeated exercise stress impairs volitional but not magnetically evoked electromechanical delay of the knee flexors [PDF]
, 2012 The effects of serial episodes of fatigue and recovery on volitional and magnetically evoked neuromuscular performance of the knee flexors were assessed in twenty female soccer players during: (i) an intervention comprising 4x35s maximal static exercise;
Bailey, A +4 more
core +1 more source
Validity of Estimation of Pelvic Floor Muscle Activity from Transperineal Ultrasound Imaging in Men. [PDF]
PLoS ONE, 2015 To investigate the relationship between displacement of pelvic floor landmarks observed with transperineal ultrasound imaging and electromyography of the muscles hypothesised to cause the displacements.Three healthy men participated in this study, which ...
Ryan E Stafford +3 more
doaj +1 more source
BMC Neurology, 2018 Background Segmental zoster paresis (SZP) of limbs, characterized by focal weakness of extremity, is recognized as a rare complication of herpes zoster (HZ). The following study analyzes the clinical characteristics and data from electromyography and MRI
Ying Liu +6 more
doaj +1 more source
BMC Molecular and Cell Biology, 2020 Background Long noncoding RNAs (lncRNAs) are recently found to be critical regulators of the epigenome. However, our knowledge of their role in osteoarthritis (OA) development is limited.
Yang Yang +5 more
doaj +1 more source
An Investigation Into the Electrical Activity of Tender, Resting Paraspinal Muscles Using Surface Electromyography: A Pilot Study [PDF]
, 1988 Abnormal resting paraspinal muscle activity has been claimed to be responsible for changes in spinal tissue texture which are detectible by manual palpation.
Hubbard, A, Fryer, Gary, Ball, Kevin
core +3 more sources
Raised electrical uterine activity and shortened cervical length could predict preterm delivery in a low-risk population [PDF]
, 2012 PURPOSE: To compare diagnostic accuracy of sonographic cervical length (CL) measurement and uterine electric activity assessed by electromyography (EMG) in second trimester regarding prediction of preterm delivery (PTD).
Grgić, Ozren +2 more
core +1 more source
Brazilian Journal of Oral Sciences, 2010 All abstracts appear as submitted by the authors without editing.
Piracicaba Dental School UNICAMP
doaj +1 more source