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Estimation of absolute states of human skeletal muscle via standard B-mode ultrasound imaging and deep convolutional neural networks

The objective is to test automated in vivo estimation of active and passive skeletal muscle states using ultrasonic imaging. Current technology (electromyography, dynamometry, shear wave imaging) provides no general, non-invasive method for online estimation of skeletal muscle states. Ultrasound (US...

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Détails bibliographiques
Publié dans:J R Soc Interface
Auteurs principaux: Cunningham, Ryan J., Loram, Ian D.
Format: Artigo
Langue:Inglês
Publié: The Royal Society 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7014797/
https://ncbi.nlm.nih.gov/pubmed/31992165
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2019.0715
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