Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers.
Muhammad NoumanMohamed MabrokEssam A. RashedPublished in: CoRR (2024)
Keyphrases
- brain scans
- medical images
- brain mri
- mri images
- lesion segmentation
- magnetic resonance imaging
- image segmentation
- medical imaging
- segmentation algorithm
- magnetic resonance images
- multiple sclerosis
- segmentation method
- multiscale
- pet images
- carotid artery
- brain structures
- mr images
- region growing
- neural network
- mri data
- region of interest
- brain atlas
- brain tumors
- phase contrast
- brain tumor segmentation
- intra subject
- tissue segmentation
- fully automatic
- positron emission tomography
- partial volume
- high resolution
- intensity distribution
- markov random field
- shape prior
- microscopy images
- energy function
- edge detection
- graph cuts
- probabilistic atlas
- artificial neural networks
- automatic segmentation
- neuro fuzzy
- pigmented skin lesions