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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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Bibliographic Details
Published in:J R Soc Interface
Main Authors: Cunningham, Ryan J., Loram, Ian D.
Format: Artigo
Language:Inglês
Published: The Royal Society 2020
Subjects:
Online Access: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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