PhysiologybioRxivPreprint
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 uses deep convolutional neural networks to predict muscle states from ultrasound images, achieving accurate predictions of joint angle, electromyography, and torque.