Lumbar muscle and vertebral bodies segmentation of chemical shift encoding-based water-fat MRI: the reference database MyoSegmenTUM spine.
Egon BurianAlexander RohrmeierSarah SchlaegerMichael DieckmeyerMaximilian N DiefenbachJan SyväriElisabeth KluppDominik WeidlichClaus ZimmerErnst J RummenyDimitrios C KarampinosJan S KirschkeThomas BaumPublished in: BMC musculoskeletal disorders (2019)
A development and testing of segmentation algorithms based on this database may allow the use of quantitative MRI in clinical routine.
Keyphrases
- deep learning
- contrast enhanced
- convolutional neural network
- magnetic resonance imaging
- diffusion weighted imaging
- machine learning
- adverse drug
- adipose tissue
- minimally invasive
- skeletal muscle
- computed tomography
- bone mineral density
- clinical practice
- magnetic resonance
- emergency department
- fatty acid
- body composition