Automatic Tracking of Muscle Cross-Sectional Area Using Convolutional Neural Networks with Ultrasound.

Xin Chen Chenxi XieZhewei ChenQiaoliang Li

Published in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2019)

The automated method proposed in this study provides an accurate and efficient approach to the estimation of the muscle CSA during muscle contraction.

Keyphrases

convolutional neural network
deep learning
skeletal muscle
cross sectional
machine learning
magnetic resonance imaging
computed tomography
mass spectrometry
neural network