Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty.
Jeroen BertelsDavid RobbenDirk VandermeulenPaul SuetensPublished in: Medical Image Anal. (2021)
Keyphrases
- theoretical analysis
- inherent uncertainty
- level set
- numerical simulations
- contextual information
- image segmentation
- volume data
- segmentation algorithm
- fully automatic
- image slices
- multiscale
- image analysis
- context dependent
- brain mri
- shape prior
- data sets
- region growing
- context aware
- grey level
- brain tumors
- spatial context
- pairwise
- segmentation errors
- mr images
- image regions
- edge detection