3 years ago

Domain‐specific data augmentation for segmenting MR images of fatty infiltrated human thighs with neural networks

Michael Gadermayr, Kexin Li, Madlaine Müller, Daniel Truhn, Nils Krämer, Dorit Merhof, Burkhard Gess

Abstract

Background

Fat‐fraction has been established as a relevant marker for the assessment and diagnosis of neuromuscular diseases. For computing this metric, segmentation of muscle tissue in MR images is a first crucial step.

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