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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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Detalles Bibliográficos
Publicado en:J R Soc Interface
Autores principales: Cunningham, Ryan J., Loram, Ian D.
Formato: Artigo
Lenguaje:Inglês
Publicado: The Royal Society 2020
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Acceso en línea: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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