Trustworthy Medical Segmentation with Uncertainty Estimation.
Giuseppina CarannanteDimah DeraNidhal C. BouaynayaGhulam RasoolHassan M. Fathallah-ShaykhPublished in: CoRR (2021)
Keyphrases
- medical imaging
- segmentation algorithm
- medical images
- image segmentation
- partial volume
- level set
- multiscale
- segmentation method
- statistical classification
- fully automatic
- fully unsupervised
- maximum a posteriori estimation
- maximum likelihood criterion
- brain mri
- orientation estimation
- medical domain
- optical flow estimation
- grey level
- medical data
- estimation algorithm
- medical diagnosis
- image analysis
- parametric models
- accurate estimation
- medical experts
- density estimation
- uncertain data
- background subtraction
- measurement error
- energy function
- markov random field
- label field
- robust parameter estimation
- image processing