Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images.
Ali HatamizadehVishwesh NathYucheng TangDong YangHolger R. RothDaguang XuPublished in: BrainLes@MICCAI (1) (2021)
Keyphrases
- semantic segmentation
- brain tumors
- mri images
- magnetic resonance images
- mr images
- conditional random fields
- superpixels
- magnetic resonance
- weakly supervised
- scene classification
- brain tissue
- medical image analysis
- medical images
- object classes
- brain images
- object categories
- input image
- image set
- image classification
- image data
- object recognition
- multiscale
- magnetic resonance imaging
- data sets
- deformable models
- segmentation algorithm
- markov random field
- active learning
- pattern recognition