MMISeg: A Semi-supervised Segmentation Method Based on Mixup and Mutual Information for Cardiac MRI Segmentation.
Yazhou HuangHao PanZhiyu ZengPublished in: PRICAI (1) (2022)
Keyphrases
- segmentation method
- mutual information
- mri segmentation
- semi supervised
- magnetic resonance images
- mri images
- image segmentation
- cancer treatment
- fuzzy c means
- image registration
- patient specific
- region growing
- active contours
- segmentation algorithm
- pairwise
- similarity measure
- energy function
- superpixels
- segmentation result
- medical images
- shape prior
- feature selection
- mri data
- medical imaging
- three dimensional
- intensity information
- automated segmentation
- magnetic resonance imaging
- deformation field
- decision support
- image analysis
- imaging modalities
- fuzzy clustering
- model based segmentation
- level set