Automated Analysis of Medial Gastrocnemius Muscle-Tendon Junction Displacements During Isolated Contractions and Walking Using Deep Neural Networks
R. L. Krupenevich, C. J. Funk, J. R. Franz
This paper evaluates deep neural networks for automated tracking of medial gastrocnemius muscle-tendon junction positions in ultrasound images during walking and contractions, achieving mean absolute errors of 1.26 mm and 2.61 mm.
bioRxiv · Sep 29, 2020Bioengineering