Deep learning for automatic segmentation of thigh and leg muscles.

Abramo AgostiEnea ShaqiriMatteo PaolettiFrancesca SolazzoNiels BergslandGiulia ColelliGiovanni SaviniShaun I MuzicFrancesco SantiniXeni DeligianniLuca DiamantiMauro MonforteGiorgio TascaEnzo RicciStefano BastianelloAnna Pichiecchio

Published in: Magma (New York, N.Y.) (2021)

The presented results are promising and potentially translatable to different skeletal muscle groups and other MRI sequences with different contrast and resolution.

Keyphrases

deep learning
skeletal muscle
contrast enhanced
convolutional neural network
magnetic resonance imaging
magnetic resonance
artificial intelligence
insulin resistance
diffusion weighted imaging
computed tomography
machine learning
single molecule
soft tissue
type diabetes
adipose tissue