Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers.
Georg HilleShubham AgrawalPavan TummalaChristian WybranskiMaciej PechAlexey SurovSylvia SaalfeldPublished in: Comput. Methods Programs Biomed. (2023)
Keyphrases
- lesion segmentation
- magnetic resonance imaging
- ct images
- multiple sclerosis
- medical images
- magnetic resonance images
- medical imaging
- liver disease
- mr images
- mri data
- clinical trials
- cellular neural networks
- magnetic resonance
- manual segmentation
- clinical practice
- brain mri
- multi channel
- image processing
- organ motion
- clinical applications
- white matter
- clinical data
- image enhancement
- deformable models
- brain tissue
- computed tomography
- automatic segmentation