Quantification of Intra-Muscular Adipose Infiltration in Calf/Thigh MRI Using Fully and Weakly Supervised Semantic Segmentation

Quantification of Intra-Muscular Adipose Infiltration in Calf/Thigh MRI Using Fully and Weakly Supervised Semantic Segmentation

<b>Purpose:</b> Infiltration of fat into lower limb muscles is one of the key markers for the severity of muscle pathologies. The level of fat infiltration varies in its severity across and within patients, and it is traditionally estimated using visual radiologic inspection. Precise qua...

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Bibliographic Details
Main Authors: Rula Amer, Jannette Nassar, Amira Trabelsi, David Bendahan, Hayit Greenspan, Noam Ben-Eliezer
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Bioengineering
Subjects:
muscle segmentation
MRI
quantitative MRI
qMRI
T<sub>2</sub> mapping
deep learning
Online Access:https://www.mdpi.com/2306-5354/9/7/315

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https://www.mdpi.com/2306-5354/9/7/315

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