A new family of instance-level loss functions for improving instance-level segmentation and detection of white matter hyperintensities in routine clinical brain MRI.
Muhammad Febrian RachmadiMichal ByraHenrik SkibbePublished in: Comput. Biol. Medicine (2024)
Keyphrases
- brain mri
- multiple sclerosis
- loss function
- magnetic resonance images
- white matter
- anatomical structures
- region growing
- pairwise
- partial volume
- diffusion tensor
- medical images
- mr images
- support vector
- medical imaging
- corpus callosum
- high resolution
- magnetic resonance imaging
- brain tissue
- brain structures
- human brain
- deformable models
- remote sensing
- semi supervised
- image processing