Segmentation of the Fascia Lata in Magnetic Resonance Images of the Thigh - Comparison of an Unsupervised Technique with a U-Net in 2D and Patch-wise 3D.
Lis J. Louise PKlaus EngelkeOliver ChaudryPublished in: Bildverarbeitung für die Medizin (2021)
Keyphrases
- magnetic resonance images
- brain mri
- partial volume
- medical images
- brain scans
- brain tumors
- medical imaging
- multiple sclerosis lesions
- tissue segmentation
- mri images
- intra subject
- mr images
- bias field
- brain structures
- mri brain
- magnetic resonance imaging
- cardiac mri
- brain tissue
- white matter
- partial volume effects
- gray matter
- high resolution
- subcortical structures
- mri data
- brain tumor segmentation
- intensity distribution
- diffusion tensor
- brain mr images
- mr imaging
- corpus callosum
- medical image analysis
- magnetic resonance
- diffusion weighted
- cerebrospinal fluid
- image intensity
- quantitative evaluation
- level set
- segmentation algorithm
- image segmentation
- manual segmentation
- brain atlas
- anatomical structures
- multiple sclerosis
- inter observer variability
- region growing
- automatic segmentation