Automatic Scar Segmentation from DE-MRI Using 2D Dilated UNet with Rotation-Based Augmentation.
Xue FengChristopher M. KramerMichael SalernoCraig H. MeyerPublished in: M&Ms and EMIDEC/STACOM@MICCAI (2020)
Keyphrases
- brain scans
- medical images
- fully automatic
- grey level
- brain mri
- mri images
- brain tumors
- magnetic resonance images
- magnetic resonance imaging
- segmentation method
- medical imaging
- multiscale
- image segmentation
- region growing
- brain tissue
- level set
- mri data
- tissue segmentation
- segmentation algorithm
- mr images
- statistical classification
- lesion segmentation
- intensity distribution
- partial volume
- bias field
- accurate segmentation
- phase contrast
- brain tumor segmentation
- brain structures
- features extraction
- image analysis
- carotid artery
- rotation invariant
- energy function
- shape prior
- semi automatic
- flow patterns
- edge detection
- brain atlas
- multiple sclerosis
- mri scans
- invariant features
- fully unsupervised