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: CoRR (2022)
Keyphrases
- theoretical analysis
- inherent uncertainty
- volume data
- contextual information
- medical images
- image segmentation
- numerical simulations
- segmentation method
- segmentation algorithm
- image slices
- context aware
- edge detection
- region growing
- context dependent
- multiscale
- brain mri
- level set
- energy function
- image analysis
- computer vision
- data sets