2 papers
eess.IV2019
Estimation of Absolute States of Human Skeletal Muscle via Standard B-Mode Ultrasound Imaging and Deep Convolutional Neural Networks
Ryan J. Cunningham, Ian D. Loram
Objective: To test automated in vivo estimation of active and passive skeletal muscle states using ultrasonic imaging. Background: Current technology (electromyography, dynamometry…
cs.CV2017
The application of deep convolutional neural networks to ultrasound for modelling of dynamic states within human skeletal muscle
Ryan J. Cunningham, Peter J. Harding, Ian D. Loram
This paper concerns the fully automatic direct in vivo measurement of active and passive dynamic skeletal muscle states using ultrasound imaging. Despite the long standing medical…