Proper Scoring Loss Functions Are Simple and Effective for Uncertainty Quantification of White Matter Hyperintensities.
Ben PhilpsMaria del C. Valdés HernándezMiguel Bernabeu LlinaresPublished in: UNSURE@MICCAI (2023)
Keyphrases
- loss function
- white matter
- magnetic resonance images
- mri data
- diffusion tensor mri
- pairwise
- diffusion tensor images
- corpus callosum
- human brain
- diffusion tensor imaging
- dt mri
- learning to rank
- multi class
- diffusion tensor
- support vector
- brain tissue
- risk minimization
- high quality
- gray matter
- image processing
- loss minimization
- diffusion imaging
- partial volume effects
- tensor field
- reproducing kernel hilbert space
- mutual information