MyoVision-US: an Artificial Intelligence-Powered Software for Automated Analysis of Skeletal Muscle Ultrasonography.

Zoe Calulo RiveraFelipe González-SeguelArimitsu Horikawa-StrakovskyCatherine L Granger Aarti SarwalSanjay DharGeorge Ntoumenopoulos Jin Chen V K Cody Bumgardner Selina M Parry Kirby P Mayer Yuan Wen

Published in: medRxiv : the preprint server for health sciences (2024)

The application of AI automating lower limb muscle ultrasound analyses showed excellent consistency and strong predictability compared with human analysis. Future work needs to explore AI-powered models for the evaluation of other skeletal muscle groups.

Keyphrases

artificial intelligence
skeletal muscle
lower limb
machine learning
deep learning
big data
insulin resistance
magnetic resonance imaging
endothelial cells
induced pluripotent stem cells
current status
contrast enhanced
metabolic syndrome
data analysis
adipose tissue
ultrasound guided