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

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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… Click to show full abstract

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.

Keywords: domain specific; segmenting images; data augmentation; images fatty; augmentation segmenting; specific data

Journal Title: Journal of Magnetic Resonance Imaging
Year Published: 2019

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